11. B-Trees

This chapter covers one of the more important data structures of the last thirty years. B-Trees are primarily used by relational databases to efficiently implement an operation called join. B-Trees have other properties that are also useful for databases including ordering of rows within a table, fast delete capability, and sequential access. The chapter begins by introducing some terminology from relational databases to motivate the need for B-Trees. It goes on to introduce the B-Tree data structure and its implementation. By the end of this chapter you should have an understanding of B-Trees, their advantages over other data structures, and you should be able to demonstrate your understanding by implementing a B-Tree that can be used to efficiently process joins in relational databases.

11.1. Relational Database Tables

You can find the three database tables from the text here.

11.2. The Inefficient Join Program

The inefficient join program can be downloaded by clicking here.

  1import datetime
  2
  3def readField(record,colTypes,fieldNum):
  4    # fieldNum is zero based
  5    # record is a string containing the record
  6    # colTypes is the types for each of the columns in the record
  7    
  8    offset = 0
  9    for i in range(fieldNum):
 10        colType = colTypes[i]
 11        
 12        if colType == "int":
 13            offset+=10
 14        elif colType[:4] == "char":
 15            size = int(colType[4:])
 16            offset += size
 17        elif colType == "float":
 18            offset+=20
 19        elif colType == "datetime":
 20            offset+=24
 21            
 22    colType = colTypes[fieldNum]
 23   
 24    if colType == "int":
 25        value = record[offset:offset+10].strip()
 26        if value == "null":
 27            val = None
 28        else:
 29            val = int(value)
 30    elif colType == "float":
 31        value = record[offset:offset+20].strip()
 32        if value == "null":
 33            val = None
 34        else:        
 35            val = float(value)
 36    elif colType[:4] == "char":
 37        size = int(colType[4:])
 38        value = record[offset:offset+size].strip()
 39        if value == "null":
 40            val = None
 41        else:   
 42            val = value[1:-1] # remove the ' and ' from each end of the string
 43            if type(val) == bytes:
 44                val = val.decode("utf-8")
 45    elif colType == "datetime":
 46        value = record[offset:offset+24].strip()
 47        if value == "null":
 48            val = None
 49        else:
 50            if type(val) == bytes:
 51                val = val.decode("utf-8") 
 52            val = datetime.datetime.strptime(val,'%m/%d/%Y %I:%M:%S %p')
 53    else:
 54        print("Unrecognized Type")
 55        raise Exception("Unrecognized Type") 
 56    
 57    return val         
 58
 59def main():
 60    # SELECT Feed.FeedNum, Feed.Name, FeedAttribType.Name, FeedAttribute.Value WHERE
 61    # Feed.FeedID = FeedAttribute.FeedID AND 
 62    # FeedAttribute.FeedAttribTypeID = FeedAttribType.FeedAttribTypeID
 63    
 64    attribTypeCols = ["int","char20","char60","int","int","int","int"]
 65    feedCols = ["int","int","int","char50","datetime","float","float","int","char50","int"]
 66    feedAttributeCols = ["int","int","float"]
 67    
 68    before = datetime.datetime.now()
 69    feedAttributeTable = open("FeedAttribute.tbl","r")
 70    
 71    for record in feedAttributeTable:
 72        
 73        feedID = readField(record,feedAttributeCols,0)
 74        feedAttribTypeID = readField(record,feedAttributeCols,1)
 75        value = readField(record,feedAttributeCols,2)
 76        
 77        feedTable = open("Feed.tbl","r")
 78        
 79        feedFeedID = -1
 80        
 81        while feedFeedID != feedID:
 82            feedRecord = feedTable.readline()   
 83            feedFeedID = readField(feedRecord,feedCols,0)
 84            
 85            
 86        feedNum = readField(feedRecord,feedCols,2)
 87        feedName = readField(feedRecord,feedCols,3)
 88        
 89        feedAttribTypeTable = open("FeedAttribType.tbl", "r")
 90        
 91        feedAttribTypeIDID = -1
 92        
 93        while feedAttribTypeIDID != feedAttribTypeID:
 94            feedAttribTypeRecord = feedAttribTypeTable.readline()
 95            feedAttribTypeIDID = readField(feedAttribTypeRecord,attribTypeCols,0)
 96            
 97        feedAttribTypeName = readField(feedAttribTypeRecord,attribTypeCols,1)
 98        
 99        print(feedNum,feedName,feedAttribTypeName,value)
100    after = datetime.datetime.now()
101    deltaT = after - before
102    milliseconds = deltaT.total_seconds() * 1000    
103    print("Done. The total time for the query without indexing was",milliseconds, \
104        "milliseconds.")
105    
106if __name__ == "__main__":
107    main()

11.3. B-Tree Implementations

B-Trees, like most other tree data structures can be implemented both iteratively and recursively. Both implementations are described in the text and they both have starter shells provided here.

Each implementation includes two main functions. The btreemain in each contains a test program. Sample output is included in the file for the btreemain function. The other main function contains the join query using the B-Tree implementation to construct a B-Tree index over two of the database tables to improve the join efficiency. Comparing either of these queries to the inefficient join program above will illustrate the advantage of a B-Tree over sequential search.

11.3.1. Iterative B-Tree

This shell is provided as an implementation that supports an iterative implementation of insert, delete, and update. The starting shell can be downloaded here. As stated above, the program contains two main functions for testing of the B-Tree implementation. The Stack implementation is required for this program and can be downloaded here. The Queue implementation is required for this program and can be downloaded here. These two files must be placed in the same directory as the database tables and the B-Tree implementation file.

  1'''
  2  File: btree.py
  3  Author: Steve Hubbard and Kent D. Lee
  4  Date: 8/27/2014
  5  Description: This module provides the BTree class, based on support from
  6    the BTreeNode class.  The BTreeNode class is also implemented in this 
  7    module. This module is meant to support the iterative implementation of 
  8    insert and lookup within a BTree. 
  9
 10    The module requires the Stack and Queue classes from the corresponding
 11    two modules, stack.py and queue.py. 
 12
 13    This program has two main functions, the btreemain function and the main
 14    function. The btreemain function tests the BTree datatype. The expected
 15    output is provided in a comment after the function. Once the btreemain 
 16    function runs and produces the proper output, the main function can be 
 17    run to test the BTree with the join functionality. 
 18
 19    The main function either builds a new BTree or reads an existing BTree 
 20    from the index files, Feed.idx and FeedAttribType.idx files. If the idx
 21    file does not exist, then a new BTree is built and written to the 
 22    corresponding idx file. 
 23'''
 24
 25import datetime
 26import os
 27from copy import deepcopy
 28import sys
 29import stack
 30import queue
 31
 32
 33class BTreeNode:
 34    '''
 35      This module provides the BTreeNode class.  This class will
 36      be used by the BTree class.  Much of the functionality of
 37      B-trees is provided by this class.
 38    '''    
 39    def __init__(self, degree = 1, numberOfKeys = 0, items = None, child = None, \
 40        index = None):
 41        ''' Create an empty node with the indicated degree'''
 42        self.numberOfKeys = numberOfKeys
 43        if items != None:
 44            self.items = items
 45        else:
 46            self.items = [None]*2*degree
 47        if child != None:
 48            self.child = child
 49        else:
 50            self.child = [None]*(2*degree+1)
 51        self.index = index
 52
 53    def __repr__(self):
 54        return "BTreeNode("+str(len(self.items)//2)+","+str(self.numberOfKeys)+ \
 55            ","+repr(self.items)+","+repr(self.child)+","+str(self.index)+")\n"
 56
 57    def __str__(self):
 58        st = 'The contents of the node with index '+ \
 59             str(self.index) + ':\n'
 60        for i in range(0, self.numberOfKeys):
 61            st += '   Index   ' + str(i) + '  >  child: '
 62            st += str(self.child[i])
 63            st += '   item: '
 64            st += str(self.items[i]) + '\n'
 65        st += '                 child: '
 66        st += str(self.child[self.numberOfKeys]) + '\n'
 67        return st
 68
 69    def addItemAndSplit(self, anItem, left, right):
 70        ''' 
 71         If the receiver is not full, generate an error.
 72         If full, split the receiver into two nodes, the
 73         smallest degree + 1 keys staying in the original node.
 74         The largest degree keys go into a new node which is
 75         returned. Note that the last child of the receiver
 76         and the first child of the new node will be the same.
 77        '''
 78        pass
 79
 80    def getChild(self,i):
 81        # Answer the index of the ith child
 82        if (0 <= i <= self.numberOfKeys):
 83            return self.child[i]
 84        else:
 85            print( 'Error in getChild().' )
 86            
 87    def setChild(self, i, childIndex):
 88        # Set the ith child of the node to childIndex
 89        self.child[i] = childIndex
 90
 91    def childIndexOf(self, anIndex):
 92        # Answer the index of the child in the receiver
 93        # which contains anIndex.
 94        index = -1
 95        k = 0
 96        found = False
 97        while not found and k <= self.numberOfKeys :
 98            if self.child[k] == anIndex:
 99                index = k
100                found = True
101            else:
102                k += 1
103        if index < 0:
104            print( 'Error in childIndexOf' )
105            return -1
106        else:
107            return index
108
109    def clear(self):
110        self.numberOfKeys = 0
111        self.items = [None]*len(self.items)
112        self.child = [None]*len(self.child)
113    
114    def copyItemsAndChildren(self, fromNode, start,
115                             finish, index):
116        '''The receiver gets the contents of the fromNode from
117          index start to finish, along with the next child.
118          The copying within the receiver begins at position
119          index. Answer the receiver.
120        '''
121        pass
122  
123    def copyWithRight(self, aNode, parentNode):  
124        '''Answer a node which contains all the items and children
125          of the receiver, followed by the parent item followed by
126          all the items and children of aNode.  The receiver and
127          aNode are left and right siblings wrt the parentNode.
128        '''
129        pass
130    
131    def insertItem(self, anItem, left, right):  
132        ''' We assume that the receiver is not full. anItem is
133          inserted into the BTreeNode with child indices left and
134          right.  This is done while retaining the <= ordering on
135          the key of the item.  If the insertion is successful,
136          answer True.  If not, answer False.
137        '''
138        pass
139
140    def isFull(self):
141        ''' Answer True if the receiver is full.  If not, return
142          False.
143        '''
144        return (self.numberOfKeys == len(self.items))
145
146    def removeChild(self, index):
147        ''' If the index is valid, remove and answer the child at
148          location index.  If not, answer None.  In any event,
149          do NOT update the key count.  We copy all the rest of
150          the child entries down one, as removeItem will
151          decrement numberOfKeys.
152        '''
153        pass
154
155    def removeItem(self, index):
156        '''If index is valid, remove and answer the item at
157          location index. Update the key count.  If not, answer
158          None.
159        '''
160        pass
161
162    def searchNode(self, anItem):
163        '''Answer a dictionary satisfying: at 'found'
164          either True or False depending upon whether the receiver
165          has a matching item;  at 'nodeIndex', either the index of
166          the matching item, or in the case of an unsuccessful
167          search, the index of the smallest (first) item such that
168          anItem < item, or self.numberOfKeys if all items
169          are < anItem.  In other words, nodeIndex is the place in the node
170          where the object is, or should go if there is room in the node.
171        '''
172        pass       
173
174    def setIndex(self, anInteger):
175        self.index = anInteger
176
177    def setNumberOfKeys(self, anInt ):
178        self.numberOfKeys = anInt
179
180class BTree:
181    def __init__(self, degree, nodes = {}, rootIndex = 1, freeIndex = 2):
182        # This method is complete
183        self.degree = degree
184        
185        if len(nodes) == 0:
186            self.rootNode = BTreeNode(degree)
187            self.nodes = {}
188            self.rootNode.setIndex(rootIndex)
189            self.writeAt(1, self.rootNode)  
190        else:
191            self.nodes = deepcopy(nodes)
192            self.rootNode = self.nodes[rootIndex]   
193            
194        self.stackOfNodes = stack.Stack()   
195        self.rootIndex = rootIndex
196        self.freeIndex = freeIndex
197        
198    def __repr__(self):
199        # This method is complete
200        return "BTree("+str(self.degree)+",\n "+repr(self.nodes)+","+ \
201            str(self.rootIndex)+","+str(self.freeIndex)+")"
202
203    def __str__(self):
204        # This method is complete 
205        st = '  The degree of the BTree is ' + str(self.degree)+\
206             '.\n'
207        st += '  The index of the root node is ' + \
208              str(self.rootIndex) + '.\n'
209        for x in range(1, self.freeIndex):
210            node = self.readFrom(x)
211            if node.getNumberOfKeys() > 0:
212                st += str(node) 
213        return st
214
215          
216    def delete(self, anItem):
217        ''' Answer None if a matching item is not found.  If found,
218          answer the entire item.  
219        '''
220        pass
221
222    def getFreeIndex(self):
223        # Answer a new index and update freeIndex.  Private
224        self.freeIndex += 1
225        return self.freeIndex - 1
226
227    def getFreeNode(self):
228        #Answer a new BTreeNode with its index set correctly.
229        #Also, update freeIndex.  Private
230        newNode = BTreeNode(self.degree)
231        index = self.getFreeIndex()
232        newNode.setIndex(index)
233        self.writeAt(index,newNode)
234        return newNode
235
236    def inorderOn(self, aFile):
237        '''
238          Print the items of the BTree in inorder on the file 
239          aFile.  aFile is open for writing.
240          This method is complete at this time. 
241        '''
242        aFile.write("An inorder traversal of the BTree:\n")
243        self.inorderOnFrom( aFile, self.rootIndex)
244
245    def inorderOnFrom(self, aFile, index):
246        ''' Print the items of the subtree of the BTree, which is
247          rooted at index, in inorder on aFile.
248        '''
249        pass
250
251    def insert(self, anItem):
252        ''' Answer None if the BTree already contains a matching
253          item. If not, insert a deep copy of anItem and answer
254          anItem.
255        '''
256        pass
257
258    def levelByLevel(self, aFile):
259        ''' Print the nodes of the BTree level-by-level on aFile. )
260        '''
261        pass
262
263    def readFrom(self, index):
264        ''' Answer the node at entry index of the btree structure.
265          Later adapt to files
266        '''
267        if self.nodes.__contains__(index):
268            return self.nodes[index]
269        else:
270            return None
271
272    def recycle(self, aNode):
273        # For now, do nothing
274        aNode.clear()
275
276    def retrieve(self, anItem):
277        ''' If found, answer a deep copy of the matching item.
278          If not found, answer None
279        '''
280        pass  
281
282    def __searchTree(self, anItem):
283        ''' Answer a dictionary.  If there is a matching item, at
284          'found' is True, at 'fileIndex' is the index of the node
285          in the BTree with the matching item, and at 'nodeIndex'
286          is the index into the node of the matching item.  If not,
287          at 'found' is False, but the entry for 'fileIndex' is the
288          leaf node where the search terminated.  An important
289          function of this method is that it pushes all of the
290          nodes of the search path from the rootnode, down to,
291          but not including the corresponding leaf node of a search
292          (or the node containing a match).  Again, the rootnode
293          is pushed if it is not a leaf node and has no match.
294        '''
295        pass
296
297    def update(self, anItem):
298        ''' If found, update the item with a matching key to be a
299          deep copy of anItem and answer anItem.  If not, answer None.
300        '''
301        pass
302
303    def writeAt(self, index, aNode):
304        ''' Set the element in the btree with the given index
305          to aNode.  This method must be invoked to make any
306          permanent changes to the btree.  We may later change
307          this method to work with files.
308          This method is complete at this time.
309        '''
310        self.nodes[index] = aNode
311
312def btreemain():
313    print("My/Our name(s) is/are ")
314
315    lst = [10,8,22,14,12,18,2,50,15]
316    
317    b = BTree(2)
318    
319    for x in lst:
320        print(repr(b))
321        print("***Inserting",x)
322        b.insert(x)
323    
324    print(repr(b))
325    
326    lst = [14,50,8,12,18,2,10,22,15]
327    
328    for x in lst:
329        print("***Deleting",x)
330        b.delete(x) 
331        print(repr(b))
332    
333    #return 
334    lst = [54,76]
335    
336    for x in lst:
337        print("***Deleting",x)
338        b.delete(x)
339        print(repr(b))
340        
341    print("***Inserting 14")    
342    b.insert(14)
343    
344    print(repr(b))
345    
346    print("***Deleting 2")
347    b.delete(2)
348    
349    print(repr(b))
350    
351    print ("***Deleting 84")
352    b.delete(84)
353    
354    print(repr(b))
355
356    return
357
358'''
359Here is the expected output from running this program. Depending on the order
360of redistributing or coalescing, your output may vary. However, the end result
361in every case should be the insertion or deletion of the item from the BTree. 
362
363My/Our name(s) is/are 
364BTree(2,
365 {1: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],1)
366},1,2)
367***Inserting 10
368BTree(2,
369 {1: BTreeNode(2,1,[10, None, None, None],[None, None, None, None, None],1)
370},1,2)
371***Inserting 8
372BTree(2,
373 {1: BTreeNode(2,2,[8, 10, None, None],[None, None, None, None, None],1)
374},1,2)
375***Inserting 22
376BTree(2,
377 {1: BTreeNode(2,3,[8, 10, 22, None],[None, None, None, None, None],1)
378},1,2)
379***Inserting 14
380BTree(2,
381 {1: BTreeNode(2,4,[8, 10, 14, 22],[None, None, None, None, None],1)
382},1,2)
383***Inserting 12
384BTree(2,
385 {1: BTreeNode(2,2,[8, 10, None, None],[None, None, None, None, None],1)
386, 2: BTreeNode(2,2,[14, 22, None, None],[None, None, None, None, None],2)
387, 3: BTreeNode(2,1,[12, None, None, None],[1, 2, None, None, None],3)
388},3,4)
389***Inserting 18
390BTree(2,
391 {1: BTreeNode(2,2,[8, 10, None, None],[None, None, None, None, None],1)
392, 2: BTreeNode(2,3,[14, 18, 22, None],[None, None, None, None, None],2)
393, 3: BTreeNode(2,1,[12, None, None, None],[1, 2, None, None, None],3)
394},3,4)
395***Inserting 2
396BTree(2,
397 {1: BTreeNode(2,3,[2, 8, 10, None],[None, None, None, None, None],1)
398, 2: BTreeNode(2,3,[14, 18, 22, None],[None, None, None, None, None],2)
399, 3: BTreeNode(2,1,[12, None, None, None],[1, 2, None, None, None],3)
400},3,4)
401***Inserting 50
402BTree(2,
403 {1: BTreeNode(2,3,[2, 8, 10, None],[None, None, None, None, None],1)
404, 2: BTreeNode(2,4,[14, 18, 22, 50],[None, None, None, None, None],2)
405, 3: BTreeNode(2,1,[12, None, None, None],[1, 2, None, None, None],3)
406},3,4)
407***Inserting 15
408BTree(2,
409 {1: BTreeNode(2,3,[2, 8, 10, None],[None, None, None, None, None],1)
410, 2: BTreeNode(2,2,[14, 15, None, None],[None, None, None, None, None],2)
411, 3: BTreeNode(2,2,[12, 18, None, None],[1, 2, 4, None, None],3)
412, 4: BTreeNode(2,2,[22, 50, None, None],[None, None, None, None, None],4)
413},3,5)
414***Deleting 14
415BTree(2,
416 {1: BTreeNode(2,3,[2, 8, 10, None],[None, None, None, None, None],1)
417, 2: BTreeNode(2,4,[15, 18, 22, 50],[None, None, None, None, None],2)
418, 3: BTreeNode(2,1,[12, None, None, None],[1, 2, None, None, None],3)
419, 4: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],4)
420},3,5)
421***Deleting 50
422BTree(2,
423 {1: BTreeNode(2,3,[2, 8, 10, None],[None, None, None, None, None],1)
424, 2: BTreeNode(2,3,[15, 18, 22, None],[None, None, None, None, None],2)
425, 3: BTreeNode(2,1,[12, None, None, None],[1, 2, None, None, None],3)
426, 4: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],4)
427},3,5)
428***Deleting 8
429BTree(2,
430 {1: BTreeNode(2,2,[2, 10, None, None],[None, None, None, None, None],1)
431, 2: BTreeNode(2,3,[15, 18, 22, None],[None, None, None, None, None],2)
432, 3: BTreeNode(2,1,[12, None, None, None],[1, 2, None, None, None],3)
433, 4: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],4)
434},3,5)
435***Deleting 12
436BTree(2,
437 {1: BTreeNode(2,2,[2, 10, None, None],[None, None, None, None, None],1)
438, 2: BTreeNode(2,2,[18, 22, None, None],[None, None, None, None, None],2)
439, 3: BTreeNode(2,1,[15, None, None, None],[1, 2, None, None, None],3)
440, 4: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],4)
441},3,5)
442***Deleting 18
443BTree(2,
444 {1: BTreeNode(2,4,[2, 10, 15, 22],[None, None, None, None, None],1)
445, 2: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],2)
446, 3: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],3)
447, 4: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],4)
448},1,5)
449***Deleting 2
450BTree(2,
451 {1: BTreeNode(2,3,[10, 15, 22, None],[None, None, None, None, None],1)
452, 2: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],2)
453, 3: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],3)
454, 4: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],4)
455},1,5)
456***Deleting 10
457BTree(2,
458 {1: BTreeNode(2,2,[15, 22, None, None],[None, None, None, None, None],1)
459, 2: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],2)
460, 3: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],3)
461, 4: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],4)
462},1,5)
463***Deleting 22
464BTree(2,
465 {1: BTreeNode(2,1,[15, None, None, None],[None, None, None, None, None],1)
466, 2: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],2)
467, 3: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],3)
468, 4: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],4)
469},1,5)
470***Deleting 15
471BTree(2,
472 {1: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],1)
473, 2: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],2)
474, 3: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],3)
475, 4: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],4)
476},1,5)
477***Deleting 54
478BTree(2,
479 {1: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],1)
480, 2: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],2)
481, 3: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],3)
482, 4: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],4)
483},1,5)
484***Deleting 76
485BTree(2,
486 {1: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],1)
487, 2: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],2)
488, 3: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],3)
489, 4: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],4)
490},1,5)
491***Inserting 14
492BTree(2,
493 {1: BTreeNode(2,1,[14, None, None, None],[None, None, None, None, None],1)
494, 2: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],2)
495, 3: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],3)
496, 4: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],4)
497},1,5)
498***Deleting 2
499BTree(2,
500 {1: BTreeNode(2,1,[14, None, None, None],[None, None, None, None, None],1)
501, 2: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],2)
502, 3: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],3)
503, 4: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],4)
504},1,5)
505***Deleting 84
506BTree(2,
507 {1: BTreeNode(2,1,[14, None, None, None],[None, None, None, None, None],1)
508, 2: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],2)
509, 3: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],3)
510, 4: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],4)
511},1,5)
512'''
513
514def readRecord(file,recNum,recSize):
515    file.seek(recNum*recSize)
516    record = file.read(recSize)
517    return record
518
519def readField(record,colTypes,fieldNum):
520    # fieldNum is zero based
521    # record is a string containing the record
522    # colTypes is the types for each of the columns in the record
523    
524    offset = 0
525    for i in range(fieldNum):
526        colType = colTypes[i]
527        
528        if colType == "int":
529            offset+=10
530        elif colType[:4] == "char":
531            size = int(colType[4:])
532            offset += size
533        elif colType == "float":
534            offset+=20
535        elif colType == "datetime":
536            offset+=24
537            
538    colType = colTypes[fieldNum]
539   
540    if colType == "int":
541        value = record[offset:offset+10].strip()
542        if value == "null":
543            val = None
544        else:
545            val = int(value)
546    elif colType == "float":
547        value = record[offset:offset+20].strip()
548        if value == "null":
549            val = None
550        else:        
551            val = float(value)
552    elif colType[:4] == "char":
553        size = int(colType[4:])
554        value = record[offset:offset+size].strip()
555        if value == "null":
556            val = None
557        else:        
558            val = value[1:-1] # remove the ' and ' from each end of the string
559            if type(val) == bytes:
560                val = val.decode("utf-8")            
561    elif colType == "datetime":
562        value = record[offset:offset+24].strip()
563        if value == "null":
564            val = None
565        else:        
566            if type(val) == bytes:
567                val = val.decode("utf-8") 
568            val = datetime.datetime.strptime(val,'%m/%d/%Y %I:%M:%S %p')
569    else:
570        print("Unrecognized Type")
571        raise Exception("Unrecognized Type") 
572    
573    return val
574
575class Item:
576    def __init__(self,key,value):
577        self.key = key
578        self.value = value
579    
580    def __repr__(self):
581        return "Item("+repr(self.key)+","+repr(self.value)+")"
582        
583    def __eq__(self,other):
584        if type(self) != type(other):
585            return False
586        
587        return self.key == other.key
588    
589    def __lt__(self,other):
590        return self.key < other.key
591    
592    def __gt__(self,other):
593        return self.key > other.key
594    
595    def __ge__(self,other):
596        return self.key >= other.key
597    
598    def getValue(self):
599        return self.value
600    
601    def getKey(self):
602        return self.key   
603
604def main():
605    # Select Feed.FeedNum, Feed.Name, FeedAttribType.Name, FeedAttribute.Value where
606    # Feed.FeedID = FeedAttribute.FeedID and FeedAttribute.FeedAtribTypeID = FeedAttribType.ID
607    attribTypeCols = ["int","char20","char60","int","int","int","int"]
608    feedCols = ["int","int","int","char50","datetime","float","float","int","char50","int"]
609    feedAttributeCols = ["int","int","float"]
610    
611    feedAttributeTable = open("FeedAttribute.tbl","r")
612    
613    if os.path.isfile("Feed.idx"):
614        indexFile = open("Feed.idx","r")
615        feedTableRecLength = int(indexFile.readline())
616        feedIndex = eval("".join(indexFile.readlines()))
617    else:
618        feedIndex = BTree(3)
619        feedTable = open("Feed.tbl","r")
620        offset = 0
621        for record in feedTable:
622            feedID = readField(record,feedCols,0)
623            anItem = Item(feedID,offset)
624            feedIndex.insert(anItem)            
625            offset+=1
626            feedTableRecLength = len(record)
627         
628        print("Feed Table Index Created")  
629        indexFile = open("Feed.idx","w")
630        indexFile.write(str(feedTableRecLength)+"\n")
631        indexFile.write(repr(feedIndex)+"\n")
632        indexFile.close()
633        
634    if os.path.isfile("FeedAttribType.idx"):
635        indexFile = open("FeedAttribType.idx","r")
636        attribTypeTableRecLength = int(indexFile.readline())
637        attribTypeIndex = eval("".join(indexFile.readlines()))
638    else:
639        attribTypeIndex = BTree(3)
640        attribTable = open("FeedAttribType.tbl","r")
641        offset = 0
642        for record in attribTable:
643            feedAttribTypeID = readField(record,attribTypeCols,0)
644            anItem = Item(feedAttribTypeID,offset)
645            attribTypeIndex.insert(anItem)
646            offset+=1
647            attribTypeTableRecLength = len(record)
648         
649        print("Attrib Type Table Index Created")
650        indexFile = open("FeedAttribType.idx","w")
651        indexFile.write(str(attribTypeTableRecLength)+"\n")
652        indexFile.write(repr(attribTypeIndex)+"\n")
653        indexFile.close()
654    
655    feedTable = open("Feed.tbl","rb")
656    feedAttribTypeTable = open("FeedAttribType.tbl", "rb")
657    before = datetime.datetime.now()
658    for record in feedAttributeTable:
659        
660        feedID = readField(record,feedAttributeCols,0)
661        feedAttribTypeID = readField(record,feedAttributeCols,1)
662        value = readField(record,feedAttributeCols,2)
663          
664        lookupItem = Item(feedID,None)
665        item = feedIndex.retrieve(lookupItem)
666        offset = item.getValue()
667        feedRecord = readRecord(feedTable,offset,feedTableRecLength)   
668        feedNum = readField(feedRecord,feedCols,2)
669        feedName = readField(feedRecord,feedCols,3)
670        
671        lookupItem = Item(feedAttribTypeID,None)
672        item = attribTypeIndex.retrieve(lookupItem)
673        offset = item.getValue()
674        feedAttribTypeRecord = readRecord(feedAttribTypeTable,offset,attribTypeTableRecLength)
675        feedAttribTypeName = readField(feedAttribTypeRecord,attribTypeCols,1)
676        
677        print(feedNum,feedName,feedAttribTypeName,value)
678    after = datetime.datetime.now()
679    deltaT = after - before
680    milliseconds = deltaT.total_seconds() * 1000    
681    print("Done. The total time for the query without indexing was",milliseconds, \
682      "milliseconds.")
683    
684if __name__ == "__main__":
685    btreemain()

11.3.2. Recursive B-Tree

This shell is provided as an implementation that supports a recursive implementation of insert, delete, and update. The starting shell can be downloaded here. As stated above, the program contains two main functions for testing of the B-Tree implementation. The Queue implementation is required for this program and can be downloaded here. This file must be placed in the same directory as the database tables and the B-Tree implementation file.

  1'''
  2  File: btree.py
  3  Author: Kent D. Lee and Steve Hubbard
  4  Date: 06/30/2014
  5  Description: This module provides the BTree class, based on support from
  6    the BTreeNode class.  The BTreeNode class is also implemented in this 
  7    module. This module is meant to support the recursive implementation of 
  8    insert, lookup, and delete within a BTree. 
  9
 10    The module requires the Queue class in the queue module.
 11
 12    This program has two main functions, the btreemain function and the main
 13    function. The btreemain function tests the BTree datatype. The expected
 14    output is provided in a comment after the function. Once the btreemain 
 15    function runs and produces the proper output, the main function can be 
 16    run to test the BTree with the join functionality. 
 17
 18    The main function either builds a new BTree or reads an existing BTree 
 19    from the index files, Feed.idx and FeedAttribType.idx files. If the idx
 20    file does not exist, then a new BTree is built and written to the 
 21    corresponding idx file.
 22'''
 23import datetime
 24import os
 25from copy import deepcopy
 26import sys
 27import queue
 28
 29class BTreeNode:
 30    '''
 31      This class will be used by the BTree class.  Much of the functionality of
 32      BTrees is provided by this class.
 33    '''
 34    def __init__(self, degree = 1, numberOfKeys = 0, items = None, child = None, \
 35        index = None):
 36        ''' Create an empty node with the indicated degree'''
 37        self.numberOfKeys = numberOfKeys
 38        if items != None:
 39            self.items = items
 40        else:
 41            self.items = [None]*2*degree
 42        if child != None:
 43            self.child = child
 44        else:
 45            self.child = [None]*(2*degree+1)
 46        self.index = index
 47
 48    def __repr__(self):
 49        ''' This provides a way of writing a BTreeNode that can be
 50            evaluated to reconstruct the node.
 51        '''
 52        return "BTreeNode("+str(len(self.items)//2)+","+str(self.numberOfKeys)+ \
 53            ","+repr(self.items)+","+repr(self.child)+","+str(self.index)+")\n"
 54
 55    def __str__(self):
 56        st = 'The contents of the node with index '+ \
 57             str(self.index) + ':\n'
 58        for i in range(0, self.numberOfKeys):
 59            st += '   Index   ' + str(i) + '  >  child: '
 60            st += str(self.child[i])
 61            st += '   item: '
 62            st += str(self.items[i]) + '\n'
 63        st += '                 child: '
 64        st += str(self.child[self.numberOfKeys]) + '\n'
 65        return st
 66    
 67    def insert(self,bTree,item):
 68        '''
 69        Insert an item in the node. Return three values as a tuple, 
 70        (left,item,right). If the item fits in the current node, then 
 71        return self as left and None for item and right. Otherwise, return 
 72        two new nodes and the item that will separate the two nodes in the parent. 
 73        '''
 74        pass
 75
 76    def splitNode(self,bTree,item,right):
 77        '''
 78        This method is given the item to insert into this node and the node 
 79        that is to be to the right of the new item once this node is split.
 80        
 81        Return the indices of the two nodes and a key with the item added to 
 82        one of the new nodes. The item is inserted into one of these two 
 83        nodes and not inserted into its children.
 84        '''
 85        pass
 86    
 87    def getLeftMost(self,bTree):
 88        ''' Return the left-most item in the 
 89            subtree rooted at self.
 90        '''
 91        if self.child[0] == None:
 92            return self.items[0]
 93        
 94        return bTree.nodes[self.child[0]].getLeftMost(bTree)
 95
 96    def delete(self,bTree,item):
 97        '''
 98           The delete method returns None if the item is not found
 99           and a deep copy of the item in the tree if it is found.
100           As a side-effect, the tree is updated to delete the item.
101        '''
102        pass
103        
104    def redistributeOrCoalesce(self,bTree,childIndex):
105        '''
106          This method is given a node and a childIndex within 
107          that node that may need redistribution or coalescing.
108          The child needs redistribution or coalescing if the
109          number of keys in the child has fallen below the 
110          degree of the BTree. If so, then redistribution may
111          be possible if the child is a leaf and a sibling has 
112          extra items. If redistribution does not work, then 
113          the child must be coalesced with either the left 
114          or right sibling.
115
116          This method does not return anything, but has the 
117          side-effect of redistributing or coalescing
118          the child node with a sibling if needed. 
119        '''
120        pass 
121
122
123    def getChild(self,i):
124        # Answer the index of the ith child
125        if (0 <= i <= self.numberOfKeys):
126            return self.child[i]
127        else:
128            print( 'Error in getChild().' )
129            
130    def setChild(self, i, childIndex):
131        # Set the ith child of the node to childIndex
132        self.child[i] = childIndex 
133
134    def getIndex(self):
135        return self.index
136
137    def setIndex(self, anInteger):
138        self.index = anInteger
139
140    def isFull(self):
141        ''' Answer True if the receiver is full.  If not, return
142          False.
143        '''
144        return (self.numberOfKeys == len(self.items))
145
146    def getNumberOfKeys(self):
147        return self.numberOfKeys
148
149    def setNumberOfKeys(self, anInt ):
150        self.numberOfKeys = anInt
151
152    def clear(self):
153        self.numberOfKeys = 0
154        self.items = [None]*len(self.items)
155        self.child = [None]*len(self.child)
156
157    def search(self, bTree, item):
158        '''Answer a dictionary satisfying: at 'found'
159          either True or False depending upon whether the receiver
160          has a matching item;  at 'nodeIndex' the index of
161          the matching item within the node; at 'fileIndex' the 
162          node's index. nodeIndex and fileIndex are only set if the 
163          item is found in the current node. 
164        '''
165        pass
166
167
168class BTree:
169    def __init__(self, degree, nodes = {}, rootIndex = 1, freeIndex = 2):
170        self.degree = degree
171        
172        if len(nodes) == 0:
173            self.rootNode = BTreeNode(degree)
174            self.nodes = {}
175            self.rootNode.setIndex(rootIndex)
176            self.writeAt(1, self.rootNode)  
177        else:
178            self.nodes = deepcopy(nodes)
179            self.rootNode = self.nodes[rootIndex]
180              
181        self.rootIndex = rootIndex
182        self.freeIndex = freeIndex
183        
184    def __repr__(self):
185        return "BTree("+str(self.degree)+",\n "+repr(self.nodes)+","+ \
186            str(self.rootIndex)+","+str(self.freeIndex)+")"
187
188    def __str__(self):
189        st = '  The degree of the BTree is ' + str(self.degree)+\
190             '.\n'
191        st += '  The index of the root node is ' + \
192              str(self.rootIndex) + '.\n'
193        for x in range(1, self.freeIndex):
194            node = self.readFrom(x)
195            if node.getNumberOfKeys() > 0:
196                st += str(node) 
197        return st
198
199
200    def delete(self, anItem):
201        ''' Answer None if a matching item is not found.  If found,
202          answer the entire item.
203        ''' 
204        pass
205
206    def getFreeIndex(self):
207        # Answer a new index and update freeIndex.  Private
208        self.freeIndex += 1
209        return self.freeIndex - 1
210
211    def getFreeNode(self):
212        #Answer a new BTreeNode with its index set correctly.
213        #Also, update freeIndex.  Private
214        newNode = BTreeNode(self.degree)
215        index = self.getFreeIndex()
216        newNode.setIndex(index)
217        self.writeAt(index,newNode)
218        return newNode
219
220    def inorderOn(self, aFile):
221        '''
222          Print the items of the BTree in inorder on the file 
223          aFile.  aFile is open for writing.
224        '''
225        aFile.write("An inorder traversal of the BTree:\n")
226        self.inorderOnFrom( aFile, self.rootIndex)
227
228    def inorderOnFrom(self, aFile, index):
229        ''' Print the items of the subtree of the BTree, which is
230          rooted at index, in inorder on aFile.
231        '''
232        pass
233
234    def insert(self, anItem):
235        ''' Answer None if the BTree already contains a matching
236          item. If not, insert a deep copy of anItem and answer
237          anItem.
238        '''
239        pass
240
241    def levelByLevel(self, aFile):
242        ''' Print the nodes of the BTree level-by-level on aFile. )
243        '''
244        pass
245
246    def readFrom(self, index):
247        ''' Answer the node at entry index of the btree structure.
248          Later adapt to files
249        '''
250        if self.nodes.__contains__(index):
251            return self.nodes[index]
252        else:
253            return None
254
255    def recycle(self, aNode):
256        # For now, do nothing
257        aNode.clear()
258
259    def retrieve(self, anItem):
260        ''' If found, answer a deep copy of the matching item.
261          If not found, answer None
262        '''
263        pass
264
265    def __searchTree(self, anItem):
266        ''' Answer a dictionary.  If there is a matching item, at
267          'found' is True, at 'fileIndex' is the index of the node
268          in the BTree with the matching item, and at 'nodeIndex'
269          is the index into the node of the matching item.  If not,
270          at 'found' is False, but the entry for 'fileIndex' is the
271          leaf node where the search terminated.
272        '''
273        pass
274
275 
276    def update(self, anItem):
277        ''' If found, update the item with a matching key to be a
278          deep copy of anItem and answer anItem.  If not, answer None.
279        '''
280        pass
281
282    def writeAt(self, index, aNode):
283        ''' Set the element in the btree with the given index
284          to aNode.  This method must be invoked to make any
285          permanent changes to the btree.  We may later change
286          this method to work with files.
287          This method is complete at this time.
288        '''
289        self.nodes[index] = aNode
290
291def btreemain():
292    print("My/Our name(s) is/are ")
293
294    lst = [10,8,22,14,12,18,2,50,15]
295    
296    b = BTree(2)
297    
298    for x in lst:
299        print(repr(b))
300        print("***Inserting",x)
301        b.insert(x)
302    
303    print(repr(b))
304    
305    lst = [14,50,8,12,18,2,10,22,15]
306    
307    for x in lst:
308        print("***Deleting",x)
309        b.delete(x) 
310        print(repr(b))
311    
312    #return 
313    lst = [54,76]
314    
315    for x in lst:
316        print("***Deleting",x)
317        b.delete(x)
318        print(repr(b))
319        
320    print("***Inserting 14")
321    b.insert(14)
322    
323    print(repr(b))
324    
325    print("***Deleting 2")
326    b.delete(2)
327    
328    print(repr(b))
329    
330    print ("***Deleting 84")
331    b.delete(84)
332    
333    print(repr(b))
334    
335'''
336Here is the expected output from running this program. Depending on the order of 
337redistributing or coalescing, your output may vary. However, the end result in 
338every case should be the insertion or deletion of the item from the BTree. 
339
340My/Our name(s) is/are 
341BTree(2,
342 {1: BTreeNode(2,0,[None, None, None, None],[None, None, None, None, None],1)
343},1,2)
344***Inserting 10
345BTree(2,
346 {1: BTreeNode(2,1,[10, None, None, None],[None, None, None, None, None],1)
347},1,2)
348***Inserting 8
349BTree(2,
350 {1: BTreeNode(2,2,[8, 10, None, None],[None, None, None, None, None],1)
351},1,2)
352***Inserting 22
353BTree(2,
354 {1: BTreeNode(2,3,[8, 10, 22, None],[None, None, None, None, None],1)
355},1,2)
356***Inserting 14
357BTree(2,
358 {1: BTreeNode(2,4,[8, 10, 14, 22],[None, None, None, None, None],1)
359},1,2)
360***Inserting 12
361BTree(2,
362 {1: BTreeNode(2,2,[8, 10, None, None],[None, None, None, None, None],1)
363, 2: BTreeNode(2,2,[14, 22, None, None],[None, None, None, None, None],2)
364, 3: BTreeNode(2,1,[12, None, None, None],[1, 2, None, None, None],3)
365},3,4)
366***Inserting 18
367BTree(2,
368 {1: BTreeNode(2,2,[8, 10, None, None],[None, None, None, None, None],1)
369, 2: BTreeNode(2,3,[14, 18, 22, None],[None, None, None, None, None],2)
370, 3: BTreeNode(2,1,[12, None, None, None],[1, 2, None, None, None],3)
371},3,4)
372***Inserting 2
373BTree(2,
374 {1: BTreeNode(2,3,[2, 8, 10, None],[None, None, None, None, None],1)
375, 2: BTreeNode(2,3,[14, 18, 22, None],[None, None, None, None, None],2)
376, 3: BTreeNode(2,1,[12, None, None, None],[1, 2, None, None, None],3)
377},3,4)
378***Inserting 50
379BTree(2,
380 {1: BTreeNode(2,3,[2, 8, 10, None],[None, None, None, None, None],1)
381, 2: BTreeNode(2,4,[14, 18, 22, 50],[None, None, None, None, None],2)
382, 3: BTreeNode(2,1,[12, None, None, None],[1, 2, None, None, None],3)
383},3,4)
384***Inserting 15
385BTree(2,
386 {1: BTreeNode(2,3,[2, 8, 10, None],[None, None, None, None, None],1)
387, 2: BTreeNode(2,2,[14, 15, None, None],[None, None, None, None, None],2)
388, 3: BTreeNode(2,2,[12, 18, None, None],[1, 2, 4, None, None],3)
389, 4: BTreeNode(2,2,[22, 50, None, None],[None, None, None, None, None],4)
390},3,5)
391***Deleting 14
392**Redistribute From Left**
393BTree(2,
394 {1: BTreeNode(2,2,[2, 8, 10, None],[None, None, None, None, None],1)
395, 2: BTreeNode(2,2,[12, 15, None, None],[None, None, None, None, None],2)
396, 3: BTreeNode(2,2,[10, 18, None, None],[1, 2, 4, None, None],3)
397, 4: BTreeNode(2,2,[22, 50, None, None],[None, None, None, None, None],4)
398},3,5)
399***Deleting 50
400**Coalesce with Left Sibling in node with index 3
401BTree(2,
402 {1: BTreeNode(2,2,[2, 8, 10, None],[None, None, None, None, None],1)
403, 2: BTreeNode(2,4,[12, 15, 18, 22],[None, None, None, None, None],2)
404, 3: BTreeNode(2,1,[10, 18, None, None],[1, 2, 4, None, None],3)
405, 4: BTreeNode(2,1,[22, 50, None, None],[None, None, None, None, None],4)
406},3,5)
407***Deleting 8
408**Redistribute From Right**
409BTree(2,
410 {1: BTreeNode(2,2,[2, 10, 10, None],[None, None, None, None, None],1)
411, 2: BTreeNode(2,3,[15, 18, 22, 22],[None, None, None, None, None],2)
412, 3: BTreeNode(2,1,[12, 18, None, None],[1, 2, 4, None, None],3)
413, 4: BTreeNode(2,1,[22, 50, None, None],[None, None, None, None, None],4)
414},3,5)
415***Deleting 12
416BTree(2,
417 {1: BTreeNode(2,2,[2, 10, 10, None],[None, None, None, None, None],1)
418, 2: BTreeNode(2,2,[18, 22, 22, 22],[None, None, None, None, None],2)
419, 3: BTreeNode(2,1,[15, 18, None, None],[1, 2, 4, None, None],3)
420, 4: BTreeNode(2,1,[22, 50, None, None],[None, None, None, None, None],4)
421},3,5)
422***Deleting 18
423**Coalesce with Left Sibling in node with index 3
424BTree(2,
425 {1: BTreeNode(2,4,[2, 10, 15, 22],[None, None, None, None, None],1)
426, 2: BTreeNode(2,1,[22, 22, 22, 22],[None, None, None, None, None],2)
427, 3: BTreeNode(2,0,[15, 18, None, None],[1, 2, 4, None, None],3)
428, 4: BTreeNode(2,1,[22, 50, None, None],[None, None, None, None, None],4)
429},1,5)
430***Deleting 2
431BTree(2,
432 {1: BTreeNode(2,3,[10, 15, 22, 22],[None, None, None, None, None],1)
433, 2: BTreeNode(2,1,[22, 22, 22, 22],[None, None, None, None, None],2)
434, 3: BTreeNode(2,0,[15, 18, None, None],[1, 2, 4, None, None],3)
435, 4: BTreeNode(2,1,[22, 50, None, None],[None, None, None, None, None],4)
436},1,5)
437***Deleting 10
438BTree(2,
439 {1: BTreeNode(2,2,[15, 22, 22, 22],[None, None, None, None, None],1)
440, 2: BTreeNode(2,1,[22, 22, 22, 22],[None, None, None, None, None],2)
441, 3: BTreeNode(2,0,[15, 18, None, None],[1, 2, 4, None, None],3)
442, 4: BTreeNode(2,1,[22, 50, None, None],[None, None, None, None, None],4)
443},1,5)
444***Deleting 22
445BTree(2,
446 {1: BTreeNode(2,1,[15, 22, 22, 22],[None, None, None, None, None],1)
447, 2: BTreeNode(2,1,[22, 22, 22, 22],[None, None, None, None, None],2)
448, 3: BTreeNode(2,0,[15, 18, None, None],[1, 2, 4, None, None],3)
449, 4: BTreeNode(2,1,[22, 50, None, None],[None, None, None, None, None],4)
450},1,5)
451***Deleting 15
452BTree(2,
453 {1: BTreeNode(2,0,[15, 22, 22, 22],[None, None, None, None, None],1)
454, 2: BTreeNode(2,1,[22, 22, 22, 22],[None, None, None, None, None],2)
455, 3: BTreeNode(2,0,[15, 18, None, None],[1, 2, 4, None, None],3)
456, 4: BTreeNode(2,1,[22, 50, None, None],[None, None, None, None, None],4)
457},1,5)
458***Deleting 54
45954 not found during delete.
460BTree(2,
461 {1: BTreeNode(2,0,[15, 22, 22, 22],[None, None, None, None, None],1)
462, 2: BTreeNode(2,1,[22, 22, 22, 22],[None, None, None, None, None],2)
463, 3: BTreeNode(2,0,[15, 18, None, None],[1, 2, 4, None, None],3)
464, 4: BTreeNode(2,1,[22, 50, None, None],[None, None, None, None, None],4)
465},1,5)
466***Deleting 76
46776 not found during delete.
468BTree(2,
469 {1: BTreeNode(2,0,[15, 22, 22, 22],[None, None, None, None, None],1)
470, 2: BTreeNode(2,1,[22, 22, 22, 22],[None, None, None, None, None],2)
471, 3: BTreeNode(2,0,[15, 18, None, None],[1, 2, 4, None, None],3)
472, 4: BTreeNode(2,1,[22, 50, None, None],[None, None, None, None, None],4)
473},1,5)
474***Inserting 14
475BTree(2,
476 {1: BTreeNode(2,1,[14, 22, 22, 22],[None, None, None, None, None],1)
477, 2: BTreeNode(2,1,[22, 22, 22, 22],[None, None, None, None, None],2)
478, 3: BTreeNode(2,0,[15, 18, None, None],[1, 2, 4, None, None],3)
479, 4: BTreeNode(2,1,[22, 50, None, None],[None, None, None, None, None],4)
480},1,5)
481***Deleting 2
4822 not found during delete.
483BTree(2,
484 {1: BTreeNode(2,1,[14, 22, 22, 22],[None, None, None, None, None],1)
485, 2: BTreeNode(2,1,[22, 22, 22, 22],[None, None, None, None, None],2)
486, 3: BTreeNode(2,0,[15, 18, None, None],[1, 2, 4, None, None],3)
487, 4: BTreeNode(2,1,[22, 50, None, None],[None, None, None, None, None],4)
488},1,5)
489***Deleting 84
49084 not found during delete.
491BTree(2,
492 {1: BTreeNode(2,1,[14, 22, 22, 22],[None, None, None, None, None],1)
493, 2: BTreeNode(2,1,[22, 22, 22, 22],[None, None, None, None, None],2)
494, 3: BTreeNode(2,0,[15, 18, None, None],[1, 2, 4, None, None],3)
495, 4: BTreeNode(2,1,[22, 50, None, None],[None, None, None, None, None],4)
496},1,5)
497'''
498
499def readRecord(file,recNum,recSize):
500    file.seek(recNum*recSize)
501    record = file.read(recSize)
502    return record
503
504def readField(record,colTypes,fieldNum):
505    # fieldNum is zero based
506    # record is a string containing the record
507    # colTypes is the types for each of the columns in the record
508    
509    offset = 0
510    for i in range(fieldNum):
511        colType = colTypes[i]
512        
513        if colType == "int":
514            offset+=10
515        elif colType[:4] == "char":
516            size = int(colType[4:])
517            offset += size
518        elif colType == "float":
519            offset+=20
520        elif colType == "datetime":
521            offset+=24
522
523    colType = colTypes[fieldNum]
524
525    if colType == "int":
526        value = record[offset:offset+10].strip()
527        if value == "null":
528            val = None
529        else:
530            val = int(value)
531    elif colType == "float":
532        value = record[offset:offset+20].strip()
533        if value == "null":
534            val = None
535        else:        
536            val = float(value)
537    elif colType[:4] == "char":
538        size = int(colType[4:])
539        value = record[offset:offset+size].strip()
540        if value == "null":
541            val = None
542        else:        
543            val = value[1:-1] # remove the ' and ' from each end of the string
544            if type(val) == bytes:
545                val = val.decode("utf-8") 
546    elif colType == "datetime":
547        value = record[offset:offset+24].strip()
548        if value == "null":
549            val = None
550        else:        
551            if type(val) == bytes:
552                val = val.decode("utf-8") 
553            val = datetime.datetime.strptime(val,'%m/%d/%Y %I:%M:%S %p')
554    else:
555        print("Unrecognized Type")
556        raise Exception("Unrecognized Type") 
557    
558    return val
559
560class Item:
561    def __init__(self,key,value):
562        self.key = key
563        self.value = value
564    
565    def __repr__(self):
566        return "Item("+repr(self.key)+","+repr(self.value)+")"
567
568    def __eq__(self,other):
569        if type(self) != type(other):
570            return False
571
572        return self.key == other.key
573    
574    def __lt__(self,other):
575        return self.key < other.key
576    
577    def __gt__(self,other):
578        return self.key > other.key
579    
580    def __ge__(self,other):
581        return self.key >= other.key
582    
583    def getValue(self):
584        return self.value
585    
586    def getKey(self):
587        return self.key
588            
589
590def main():
591    # Select Feed.FeedNum, Feed.Name, FeedAttribType.Name, FeedAttribute.Value where
592    # Feed.FeedID = FeedAttribute.FeedID and FeedAttribute.FeedAtribTypeID = FeedAttribType.ID
593    attribTypeCols = ["int","char20","char60","int","int","int","int"]
594    feedCols = ["int","int","int","char50","datetime","float","float","int","char50","int"]
595    feedAttributeCols = ["int","int","float"]
596    
597    feedAttributeTable = open("FeedAttribute.tbl","r")
598    
599    if os.path.isfile("Feed.idx"):
600        indexFile = open("Feed.idx","r")
601        feedTableRecLength = int(indexFile.readline())
602        feedIndex = eval("".join(indexFile.readlines()))
603    else:
604        feedIndex = BTree(3)
605        feedTable = open("Feed.tbl","r")
606        offset = 0
607        for record in feedTable:
608            feedID = readField(record,feedCols,0)
609            anItem = Item(feedID,offset)
610            feedIndex.insert(anItem)
611            offset+=1
612            feedTableRecLength = len(record)
613         
614        print("Feed Table Index Created")  
615        indexFile = open("Feed.idx","w")
616        indexFile.write(str(feedTableRecLength)+"\n")
617        indexFile.write(repr(feedIndex)+"\n")
618        indexFile.close()
619        
620    if os.path.isfile("FeedAttribType.idx"):
621        indexFile = open("FeedAttribType.idx","r")
622        attribTypeTableRecLength = int(indexFile.readline())
623        attribTypeIndex = eval("".join(indexFile.readlines()))
624    else:
625        attribTypeIndex = BTree(3)
626        attribTable = open("FeedAttribType.tbl","r")
627        offset = 0
628        for record in attribTable:
629            feedAttribTypeID = readField(record,attribTypeCols,0)
630            anItem = Item(feedAttribTypeID,offset)
631            attribTypeIndex.insert(anItem)
632            offset+=1
633            attribTypeTableRecLength = len(record)
634         
635        print("Attrib Type Table Index Created")
636        indexFile = open("FeedAttribType.idx","w")
637        indexFile.write(str(attribTypeTableRecLength)+"\n")
638        indexFile.write(repr(attribTypeIndex)+"\n")
639        indexFile.close()
640    
641    feedTable = open("Feed.tbl","rb")
642    feedAttribTypeTable = open("FeedAttribType.tbl", "rb")
643    before = datetime.datetime.now()
644    for record in feedAttributeTable:
645        
646        feedID = readField(record,feedAttributeCols,0)
647        feedAttribTypeID = readField(record,feedAttributeCols,1)
648        value = readField(record,feedAttributeCols,2)
649          
650        lookupItem = Item(feedID,None)
651        item = feedIndex.retrieve(lookupItem)
652        offset = item.getValue()
653        feedRecord = readRecord(feedTable,offset,feedTableRecLength)   
654        feedNum = readField(feedRecord,feedCols,2)
655        feedName = readField(feedRecord,feedCols,3)
656        
657        lookupItem = Item(feedAttribTypeID,None)
658        item = attribTypeIndex.retrieve(lookupItem)
659        offset = item.getValue()
660        feedAttribTypeRecord = readRecord(feedAttribTypeTable,offset, \
661            attribTypeTableRecLength)               
662        feedAttribTypeName = readField(feedAttribTypeRecord,attribTypeCols,1)
663        
664        print(feedNum,feedName,feedAttribTypeName,value)
665    after = datetime.datetime.now()
666    deltaT = after - before
667    milliseconds = deltaT.total_seconds() * 1000    
668    print("Done. The total time for the query with indexing was",milliseconds, \
669        "milliseconds.")
670    
671if __name__ == "__main__":
672    main()
673

11.4. Sample Output from Join

Here we have sample output from the join as output by any of the three join programs above. You can download the expected output here.

   11 MasterFeed1 DM 93.0
   21 MasterFeed1 ADF 0.001
   31 MasterFeed1 NDF 0.0
   41 MasterFeed1 NFC 0.0
   51 MasterFeed1 Starch 0.0
   61 MasterFeed1 NEL 240.0
   71 MasterFeed1 CP 0.0
   81 MasterFeed1 UIP 0.0
   91 MasterFeed1 DIP 0.0
  101 MasterFeed1 Sol CP 0.0
  111 MasterFeed1 P 0.0
  121 MasterFeed1 Ca 15.0
  131 MasterFeed1 RFV 0.0
  141 MasterFeed1 S 0.0
  151 MasterFeed1 K 0.0
  161 MasterFeed1 Mg 0.0
  171 MasterFeed1 Fat 80.0
  181 MasterFeed1 Na 0.0
  191 MasterFeed1 Cl 0.0
  201 MasterFeed1 Zn 0.0
  211 MasterFeed1 Mn 0.0
  221 MasterFeed1 Cu 0.0
  231 MasterFeed1 Fe 0.0
  241 MasterFeed1 Vitamin A 0.0
  251 MasterFeed1 Vitamin D 0.0
  261 MasterFeed1 Vitamin E 0.0
  271 MasterFeed1 Se 0.0
  281 MasterFeed1 Co 0.0
  291 MasterFeed1 I 0.0
  301 MasterFeed1 FNDF 0.0
  311 MasterFeed1 UIP/CP 0.0
  321 MasterFeed1 Sol CP/CP 0.0
  331 MasterFeed1 Starch/NFC 0.0
  341 MasterFeed1 ARG 0.0
  351 MasterFeed1 HIS 0.0
  361 MasterFeed1 ILE 0.0
  371 MasterFeed1 LEU 0.0
  381 MasterFeed1 LYS 0.0
  391 MasterFeed1 MET 0.0
  401 MasterFeed1 CYS 0.0
  411 MasterFeed1 PHE 0.0
  421 MasterFeed1 THR 0.0
  431 MasterFeed1 TRP 0.0
  441 MasterFeed1 VAL 0.0
  451 MasterFeed1 AA#12 0.0
  461 MasterFeed1 AA#13 0.0
  471 MasterFeed1 % Forage 0.0
  481 MasterFeed1 Sugar % 0.0
  491 MasterFeed1 Rumensin 0.0
  501 MasterFeed1 Lignin 0.0
  511 MasterFeed1 DNDF 12 hours 0.0
  521 MasterFeed1 DNDF 30 hours 0.0
  531 MasterFeed1 Soluble fiber 0.0
  541 MasterFeed1 Rum Deg Starch 0.0
  551 MasterFeed1 Tot FA 0.0
  561 MasterFeed1 Unsat FA 0.0
  571 MasterFeed1 Mcal 0.0
  582 MasterFeed2 DM 100.0
  592 MasterFeed2 ADF 0.001
  602 MasterFeed2 NDF 0.0
  612 MasterFeed2 NFC 0.0
  622 MasterFeed2 Starch 0.0
  632 MasterFeed2 NEL 265.0
  642 MasterFeed2 CP 0.0
  652 MasterFeed2 UIP 0.0
  662 MasterFeed2 DIP 0.0
  672 MasterFeed2 Sol CP 0.0
  682 MasterFeed2 P 0.0
  692 MasterFeed2 Ca 0.0
  702 MasterFeed2 RFV 0.0
  712 MasterFeed2 S 0.0
  722 MasterFeed2 K 0.0
  732 MasterFeed2 Mg 0.0
  742 MasterFeed2 Fat 100.0
  752 MasterFeed2 Na 0.0
  762 MasterFeed2 Cl 0.0
  772 MasterFeed2 Zn 0.0
  782 MasterFeed2 Mn 0.0
  792 MasterFeed2 Cu 0.0
  802 MasterFeed2 Fe 0.0
  812 MasterFeed2 Vitamin A 0.0
  822 MasterFeed2 Vitamin D 0.0
  832 MasterFeed2 Vitamin E 0.0
  842 MasterFeed2 Se 0.0
  852 MasterFeed2 Co 0.0
  862 MasterFeed2 I 0.0
  872 MasterFeed2 FNDF 0.0
  882 MasterFeed2 UIP/CP 0.0
  892 MasterFeed2 Sol CP/CP 0.0
  902 MasterFeed2 Starch/NFC 0.0
  912 MasterFeed2 ARG 0.0
  922 MasterFeed2 HIS 0.0
  932 MasterFeed2 ILE 0.0
  942 MasterFeed2 LEU 0.0
  952 MasterFeed2 LYS 0.0
  962 MasterFeed2 MET 0.0
  972 MasterFeed2 CYS 0.0
  982 MasterFeed2 PHE 0.0
  992 MasterFeed2 THR 0.0
 1002 MasterFeed2 TRP 0.0
 1012 MasterFeed2 VAL 0.0
 1022 MasterFeed2 AA#12 0.0
 1032 MasterFeed2 AA#13 0.0
 1042 MasterFeed2 % Forage 0.0
 1052 MasterFeed2 Sugar % 0.0
 1062 MasterFeed2 Rumensin 0.0
 1072 MasterFeed2 Lignin 0.0
 1082 MasterFeed2 DNDF 12 hours 0.0
 1092 MasterFeed2 DNDF 30 hours 0.0
 1102 MasterFeed2 Soluble fiber 0.0
 1112 MasterFeed2 Rum Deg Starch 0.0
 1122 MasterFeed2 Tot FA 0.0
 1132 MasterFeed2 Unsat FA 0.0
 1142 MasterFeed2 Mcal 0.0
 11538 MasterFeed38 DM 90.0
 11638 MasterFeed38 ADF 7.0
 11738 MasterFeed38 NDF 0.0
 11838 MasterFeed38 NFC 70.0
 11938 MasterFeed38 Starch 0.0
 12038 MasterFeed38 NEL 95.0
 12138 MasterFeed38 CP 11.45
 12238 MasterFeed38 UIP 4.0075
 12338 MasterFeed38 DIP 7.4425
 12438 MasterFeed38 Sol CP 0.0
 12538 MasterFeed38 P 0.38
 12638 MasterFeed38 Ca 0.05
 12738 MasterFeed38 RFV 0.0
 12838 MasterFeed38 S 0.17
 12938 MasterFeed38 K 0.47
 13038 MasterFeed38 Mg 0.15
 13138 MasterFeed38 Fat 5.0
 13238 MasterFeed38 Na 0.03
 13338 MasterFeed38 Cl 0.1
 13438 MasterFeed38 Zn 19.0
 13538 MasterFeed38 Mn 18.0
 13638 MasterFeed38 Cu 9.0
 13738 MasterFeed38 Fe 85.0
 13838 MasterFeed38 Vitamin A 1000.0
 13938 MasterFeed38 Vitamin D 1000.0
 14038 MasterFeed38 Vitamin E 25.0
 14138 MasterFeed38 Se 9.0
 14238 MasterFeed38 Co 0.0
 14338 MasterFeed38 I 0.0
 14438 MasterFeed38 FNDF 0.0
 14538 MasterFeed38 UIP/CP 35.0
 14638 MasterFeed38 Sol CP/CP 0.0
 14738 MasterFeed38 Starch/NFC 0.0
 14838 MasterFeed38 ARG 0.0
 14938 MasterFeed38 HIS 0.0
 15038 MasterFeed38 ILE 0.0
 15138 MasterFeed38 LEU 0.0
 15238 MasterFeed38 LYS 0.0
 15338 MasterFeed38 MET 0.0
 15438 MasterFeed38 CYS 0.0
 15538 MasterFeed38 PHE 0.0
 15638 MasterFeed38 THR 0.0
 15738 MasterFeed38 TRP 0.0
 15838 MasterFeed38 VAL 0.0
 15938 MasterFeed38 AA#12 0.0
 16038 MasterFeed38 AA#13 0.0
 16138 MasterFeed38 % Forage 0.0
 16238 MasterFeed38 Sugar % 0.0
 16338 MasterFeed38 Rumensin 0.0
 16438 MasterFeed38 Lignin 0.0
 16538 MasterFeed38 DNDF 12 hours 0.0
 16638 MasterFeed38 DNDF 30 hours 0.0
 16738 MasterFeed38 Soluble fiber 0.0
 16838 MasterFeed38 Rum Deg Starch 0.0
 16938 MasterFeed38 Tot FA 0.0
 17038 MasterFeed38 Unsat FA 0.0
 17138 MasterFeed38 Mcal 0.0
 1723 MasterFeed3 DM 90.0
 1733 MasterFeed3 ADF 7.0
 1743 MasterFeed3 NDF 12.0
 1753 MasterFeed3 NFC 45.0
 1763 MasterFeed3 Starch 0.0
 1773 MasterFeed3 NEL 82.0
 1783 MasterFeed3 CP 14.0
 1793 MasterFeed3 UIP 4.9
 1803 MasterFeed3 DIP 9.1
 1813 MasterFeed3 Sol CP 0.0
 1823 MasterFeed3 P 2.0
 1833 MasterFeed3 Ca 0.15
 1843 MasterFeed3 RFV 0.0
 1853 MasterFeed3 S 0.12
 1863 MasterFeed3 K 1.0
 1873 MasterFeed3 Mg 0.2
 1883 MasterFeed3 Fat 3.0
 1893 MasterFeed3 Na 0.03
 1903 MasterFeed3 Cl 0.05
 1913 MasterFeed3 Zn 14.0
 1923 MasterFeed3 Mn 5.0
 1933 MasterFeed3 Cu 4.0
 1943 MasterFeed3 Fe 1.0
 1953 MasterFeed3 Vitamin A 1000.0
 1963 MasterFeed3 Vitamin D 0.0
 1973 MasterFeed3 Vitamin E 25.0
 1983 MasterFeed3 Se 6.0
 1993 MasterFeed3 Co 0.0
 2003 MasterFeed3 I 0.1
 2013 MasterFeed3 FNDF 0.0
 2023 MasterFeed3 UIP/CP 35.0
 2033 MasterFeed3 Sol CP/CP 0.0
 2043 MasterFeed3 Starch/NFC 0.0
 2053 MasterFeed3 ARG 0.0
 2063 MasterFeed3 HIS 0.0
 2073 MasterFeed3 ILE 0.0
 2083 MasterFeed3 LEU 0.0
 2093 MasterFeed3 LYS 0.0
 2103 MasterFeed3 MET 0.0
 2113 MasterFeed3 CYS 0.0
 2123 MasterFeed3 PHE 0.0
 2133 MasterFeed3 THR 0.0
 2143 MasterFeed3 TRP 0.0
 2153 MasterFeed3 VAL 0.0
 2163 MasterFeed3 AA#12 0.0
 2173 MasterFeed3 AA#13 0.0
 2183 MasterFeed3 % Forage 0.0
 2193 MasterFeed3 Sugar % 0.0
 2203 MasterFeed3 Rumensin 0.0
 2213 MasterFeed3 Lignin 0.0
 2223 MasterFeed3 DNDF 12 hours 0.0
 2233 MasterFeed3 DNDF 30 hours 0.0
 2243 MasterFeed3 Soluble fiber 0.0
 2253 MasterFeed3 Rum Deg Starch 0.0
 2263 MasterFeed3 Tot FA 0.0
 2273 MasterFeed3 Unsat FA 0.0
 2283 MasterFeed3 Mcal 0.0
 2294 MasterFeed4 DM 50.0
 2304 MasterFeed4 ADF 0.0
 2314 MasterFeed4 NDF 0.0
 2324 MasterFeed4 NFC 79.0
 2334 MasterFeed4 Starch 0.0
 2344 MasterFeed4 NEL 88.0
 2354 MasterFeed4 CP 8.0
 2364 MasterFeed4 UIP 1.6
 2374 MasterFeed4 DIP 6.4
 2384 MasterFeed4 Sol CP 0.0
 2394 MasterFeed4 P 0.11
 2404 MasterFeed4 Ca 1.0
 2414 MasterFeed4 RFV 0.0
 2424 MasterFeed4 S 0.47
 2434 MasterFeed4 K 3.85
 2444 MasterFeed4 Mg 0.43
 2454 MasterFeed4 Fat 0.1
 2464 MasterFeed4 Na 0.22
 2474 MasterFeed4 Cl 1.2
 2484 MasterFeed4 Zn 30.0
 2494 MasterFeed4 Mn 56.0
 2504 MasterFeed4 Cu 79.0
 2514 MasterFeed4 Fe 250.0
 2524 MasterFeed4 Vitamin A 1000.0
 2534 MasterFeed4 Vitamin D 1000.0
 2544 MasterFeed4 Vitamin E 7.0
 2554 MasterFeed4 Se 0.0
 2564 MasterFeed4 Co 0.0
 2574 MasterFeed4 I 0.0
 2584 MasterFeed4 FNDF 0.0
 2594 MasterFeed4 UIP/CP 20.0
 2604 MasterFeed4 Sol CP/CP 0.0
 2614 MasterFeed4 Starch/NFC 0.0
 2624 MasterFeed4 ARG 0.0
 2634 MasterFeed4 HIS 0.0
 2644 MasterFeed4 ILE 0.0
 2654 MasterFeed4 LEU 0.0
 2664 MasterFeed4 LYS 0.0
 2674 MasterFeed4 MET 0.0
 2684 MasterFeed4 CYS 0.0
 2694 MasterFeed4 PHE 0.0
 2704 MasterFeed4 THR 0.0
 2714 MasterFeed4 TRP 0.0
 2724 MasterFeed4 VAL 0.0
 2734 MasterFeed4 AA#12 0.0
 2744 MasterFeed4 AA#13 0.0
 2754 MasterFeed4 % Forage 0.0
 2764 MasterFeed4 Sugar % 0.0
 2774 MasterFeed4 Rumensin 0.0
 2784 MasterFeed4 Lignin 0.0
 2794 MasterFeed4 DNDF 12 hours 0.0
 2804 MasterFeed4 DNDF 30 hours 0.0
 2814 MasterFeed4 Soluble fiber 0.0
 2824 MasterFeed4 Rum Deg Starch 0.0
 2834 MasterFeed4 Tot FA 0.0
 2844 MasterFeed4 Unsat FA 0.0
 2854 MasterFeed4 Mcal 0.0
 2865 MasterFeed5 DM 21.0
 2875 MasterFeed5 ADF 20.0
 2885 MasterFeed5 NDF 10.0
 2895 MasterFeed5 NFC 40.0
 2905 MasterFeed5 Starch 0.0
 2915 MasterFeed5 NEL 84.0
 2925 MasterFeed5 CP 30.0
 2935 MasterFeed5 UIP 11.612903
 2945 MasterFeed5 DIP 18.387097
 2955 MasterFeed5 Sol CP 0.0
 2965 MasterFeed5 P 0.55
 2975 MasterFeed5 Ca 0.33
 2985 MasterFeed5 RFV 682.0
 2995 MasterFeed5 S 0.32
 3005 MasterFeed5 K 0.09
 3015 MasterFeed5 Mg 0.16
 3025 MasterFeed5 Fat 4.5
 3035 MasterFeed5 Na 0.2
 3045 MasterFeed5 Cl 0.2
 3055 MasterFeed5 Zn 2.0
 3065 MasterFeed5 Mn 2.0
 3075 MasterFeed5 Cu 2.0
 3085 MasterFeed5 Fe 2.0
 3095 MasterFeed5 Vitamin A 2000.0
 3105 MasterFeed5 Vitamin D 2000.0
 3115 MasterFeed5 Vitamin E 2.0
 3125 MasterFeed5 Se 0.0
 3135 MasterFeed5 Co 0.0
 3145 MasterFeed5 I 0.0
 3155 MasterFeed5 FNDF 10.0
 3165 MasterFeed5 UIP/CP 38.709677
 3175 MasterFeed5 Sol CP/CP 0.0
 3185 MasterFeed5 Starch/NFC 0.0
 3195 MasterFeed5 ARG 0.0
 3205 MasterFeed5 HIS 0.0
 3215 MasterFeed5 ILE 0.0
 3225 MasterFeed5 LEU 0.0
 3235 MasterFeed5 LYS 0.0
 3245 MasterFeed5 MET 0.0
 3255 MasterFeed5 CYS 0.0
 3265 MasterFeed5 PHE 0.0
 3275 MasterFeed5 THR 0.0
 3285 MasterFeed5 TRP 0.0
 3295 MasterFeed5 VAL 0.0
 3305 MasterFeed5 AA#12 0.0
 3315 MasterFeed5 AA#13 0.0
 3325 MasterFeed5 % Forage 0.0
 3335 MasterFeed5 Sugar % 0.0
 3345 MasterFeed5 Rumensin 0.0
 3355 MasterFeed5 Lignin 0.0
 3365 MasterFeed5 DNDF 12 hours 0.0
 3375 MasterFeed5 DNDF 30 hours 0.0
 3385 MasterFeed5 Soluble fiber 0.0
 3395 MasterFeed5 Rum Deg Starch 0.0
 3405 MasterFeed5 Tot FA 0.0
 3415 MasterFeed5 Unsat FA 0.0
 3425 MasterFeed5 Mcal 0.0
 34339 MasterFeed39 DM 90.0
 34439 MasterFeed39 ADF 12.1
 34539 MasterFeed39 NDF 35.5
 34639 MasterFeed39 NFC 22.0
 34739 MasterFeed39 Starch 0.0
 34839 MasterFeed39 NEL 87.0
 34939 MasterFeed39 CP 23.0
 35039 MasterFeed39 UIP 7.92
 35139 MasterFeed39 DIP 15.08
 35239 MasterFeed39 Sol CP 0.0
 35339 MasterFeed39 P 0.75
 35439 MasterFeed39 Ca 0.33
 35539 MasterFeed39 RFV 0.0
 35639 MasterFeed39 S 0.23
 35739 MasterFeed39 K 0.64
 35839 MasterFeed39 Mg 0.36
 35939 MasterFeed39 Fat 3.3
 36039 MasterFeed39 Na 0.4
 36139 MasterFeed39 Cl 0.1
 36239 MasterFeed39 Zn 72.0
 36339 MasterFeed39 Mn 26.0
 36439 MasterFeed39 Cu 4.0
 36539 MasterFeed39 Fe 470.0
 36639 MasterFeed39 Vitamin A 3000.0
 36739 MasterFeed39 Vitamin D 0.0
 36839 MasterFeed39 Vitamin E 14.0
 36939 MasterFeed39 Se 33.0
 37039 MasterFeed39 Co 0.0
 37139 MasterFeed39 I 0.0
 37239 MasterFeed39 FNDF 0.0
 37339 MasterFeed39 UIP/CP 34.434783
 37439 MasterFeed39 Sol CP/CP 0.0
 37539 MasterFeed39 Starch/NFC 0.0
 37639 MasterFeed39 ARG 0.0
 37739 MasterFeed39 HIS 0.0
 37839 MasterFeed39 ILE 0.0
 37939 MasterFeed39 LEU 0.0
 38039 MasterFeed39 LYS 0.0
 38139 MasterFeed39 MET 0.0
 38239 MasterFeed39 CYS 0.0
 38339 MasterFeed39 PHE 0.0
 38439 MasterFeed39 THR 0.0
 38539 MasterFeed39 TRP 0.0
 38639 MasterFeed39 VAL 0.0
 38739 MasterFeed39 AA#12 0.0
 38839 MasterFeed39 AA#13 0.0
 38939 MasterFeed39 % Forage 0.0
 39039 MasterFeed39 Sugar % 0.0
 39139 MasterFeed39 Rumensin 0.0
 39239 MasterFeed39 Lignin 0.0
 39339 MasterFeed39 DNDF 12 hours 0.0
 39439 MasterFeed39 DNDF 30 hours 0.0
 39539 MasterFeed39 Soluble fiber 0.0
 39639 MasterFeed39 Rum Deg Starch 0.0
 39739 MasterFeed39 Tot FA 0.0
 39839 MasterFeed39 Unsat FA 0.0
 39939 MasterFeed39 Mcal 0.0
 4006 MasterFeed6 DM 90.0
 4016 MasterFeed6 ADF 5.0
 4026 MasterFeed6 NDF 0.0
 4036 MasterFeed6 NFC 15.0
 4046 MasterFeed6 Starch 0.0
 4056 MasterFeed6 NEL 94.0
 4066 MasterFeed6 CP 67.0
 4076 MasterFeed6 UIP 40.2
 4086 MasterFeed6 DIP 26.8
 4096 MasterFeed6 Sol CP 0.0
 4106 MasterFeed6 P 0.54
 4116 MasterFeed6 Ca 0.08
 4126 MasterFeed6 RFV 0.0
 4136 MasterFeed6 S 0.72
 4146 MasterFeed6 K 0.21
 4156 MasterFeed6 Mg 0.09
 4166 MasterFeed6 Fat 2.4
 4176 MasterFeed6 Na 0.06
 4186 MasterFeed6 Cl 0.05
 4196 MasterFeed6 Zn 35.0
 4206 MasterFeed6 Mn 7.0
 4216 MasterFeed6 Cu 29.0
 4226 MasterFeed6 Fe 300.0
 4236 MasterFeed6 Vitamin A 14000.0
 4246 MasterFeed6 Vitamin D 0.0
 4256 MasterFeed6 Vitamin E 26.0
 4266 MasterFeed6 Se 9.0
 4276 MasterFeed6 Co 0.0
 4286 MasterFeed6 I 0.0
 4296 MasterFeed6 FNDF 0.0
 4306 MasterFeed6 UIP/CP 60.0
 4316 MasterFeed6 Sol CP/CP 0.0
 4326 MasterFeed6 Starch/NFC 0.0
 4336 MasterFeed6 ARG 0.0
 4346 MasterFeed6 HIS 0.0
 4356 MasterFeed6 ILE 0.0
 4366 MasterFeed6 LEU 0.0
 4376 MasterFeed6 LYS 0.0
 4386 MasterFeed6 MET 0.0
 4396 MasterFeed6 CYS 0.0
 4406 MasterFeed6 PHE 0.0
 4416 MasterFeed6 THR 0.0
 4426 MasterFeed6 TRP 0.0
 4436 MasterFeed6 VAL 0.0
 4446 MasterFeed6 AA#12 0.0
 4456 MasterFeed6 AA#13 0.0
 4466 MasterFeed6 % Forage 0.0
 4476 MasterFeed6 Sugar % 0.0
 4486 MasterFeed6 Rumensin 0.0
 4496 MasterFeed6 Lignin 0.0
 4506 MasterFeed6 DNDF 12 hours 0.0
 4516 MasterFeed6 DNDF 30 hours 0.0
 4526 MasterFeed6 Soluble fiber 0.0
 4536 MasterFeed6 Rum Deg Starch 0.0
 4546 MasterFeed6 Tot FA 0.0
 4556 MasterFeed6 Unsat FA 0.0
 4566 MasterFeed6 Mcal 0.0
 4577 MasterFeed7 DM 92.0
 4587 MasterFeed7 ADF 0.0
 4597 MasterFeed7 NDF 0.0
 4607 MasterFeed7 NFC 10.5
 4617 MasterFeed7 Starch 0.0
 4627 MasterFeed7 NEL 80.0
 4637 MasterFeed7 CP 76.5
 4647 MasterFeed7 UIP 48.99
 4657 MasterFeed7 DIP 27.51
 4667 MasterFeed7 Sol CP 0.0
 4677 MasterFeed7 P 1.0
 4687 MasterFeed7 Ca 2.2
 4697 MasterFeed7 RFV 0.0
 4707 MasterFeed7 S 0.37
 4717 MasterFeed7 K 0.1
 4727 MasterFeed7 Mg 0.24
 4737 MasterFeed7 Fat 8.6
 4747 MasterFeed7 Na 0.35
 4757 MasterFeed7 Cl 0.1
 4767 MasterFeed7 Zn 5.0
 4777 MasterFeed7 Mn 6.0
 4787 MasterFeed7 Cu 11.0
 4797 MasterFeed7 Fe 4000.0
 4807 MasterFeed7 Vitamin A 0.0
 4817 MasterFeed7 Vitamin D 0.0
 4827 MasterFeed7 Vitamin E 0.0
 4837 MasterFeed7 Se 0.0
 4847 MasterFeed7 Co 0.0
 4857 MasterFeed7 I 0.0
 4867 MasterFeed7 FNDF 0.0
 4877 MasterFeed7 UIP/CP 64.039216
 4887 MasterFeed7 Sol CP/CP 0.0
 4897 MasterFeed7 Starch/NFC 0.0
 4907 MasterFeed7 ARG 0.0
 4917 MasterFeed7 HIS 0.0
 4927 MasterFeed7 ILE 0.0
 4937 MasterFeed7 LEU 0.0
 4947 MasterFeed7 LYS 0.0
 4957 MasterFeed7 MET 0.0
 4967 MasterFeed7 CYS 0.0
 4977 MasterFeed7 PHE 0.0
 4987 MasterFeed7 THR 0.0
 4997 MasterFeed7 TRP 0.0
 5007 MasterFeed7 VAL 0.0
 5017 MasterFeed7 AA#12 0.0
 5027 MasterFeed7 AA#13 0.0
 5037 MasterFeed7 % Forage 0.0
 5047 MasterFeed7 Sugar % 0.0
 5057 MasterFeed7 Rumensin 0.0
 5067 MasterFeed7 Lignin 0.0
 5077 MasterFeed7 DNDF 12 hours 0.0
 5087 MasterFeed7 DNDF 30 hours 0.0
 5097 MasterFeed7 Soluble fiber 0.0
 5107 MasterFeed7 Rum Deg Starch 0.0
 5117 MasterFeed7 Tot FA 0.0
 5127 MasterFeed7 Unsat FA 0.0
 5137 MasterFeed7 Mcal 0.0
 5148 MasterFeed8 DM 90.0
 5158 MasterFeed8 ADF 6.0
 5168 MasterFeed8 NDF 0.0
 5178 MasterFeed8 NFC 25.0
 5188 MasterFeed8 Starch 0.0
 5198 MasterFeed8 NEL 87.0
 5208 MasterFeed8 CP 52.0
 5218 MasterFeed8 UIP 18.2
 5228 MasterFeed8 DIP 33.8
 5238 MasterFeed8 Sol CP 0.0
 5248 MasterFeed8 P 0.7
 5258 MasterFeed8 Ca 0.29
 5268 MasterFeed8 RFV 0.0
 5278 MasterFeed8 S 0.48
 5288 MasterFeed8 K 2.3
 5298 MasterFeed8 Mg 0.32
 5308 MasterFeed8 Fat 1.0
 5318 MasterFeed8 Na 0.03
 5328 MasterFeed8 Cl 0.07
 5338 MasterFeed8 Zn 61.0
 5348 MasterFeed8 Mn 41.0
 5358 MasterFeed8 Cu 22.0
 5368 MasterFeed8 Fe 148.0
 5378 MasterFeed8 Vitamin A 0.0
 5388 MasterFeed8 Vitamin D 0.0
 5398 MasterFeed8 Vitamin E 3.0
 5408 MasterFeed8 Se 2.0
 5418 MasterFeed8 Co 0.0
 5428 MasterFeed8 I 0.0
 5438 MasterFeed8 FNDF 0.0
 5448 MasterFeed8 UIP/CP 35.0
 5458 MasterFeed8 Sol CP/CP 0.0
 5468 MasterFeed8 Starch/NFC 0.0
 5478 MasterFeed8 ARG 0.0
 5488 MasterFeed8 HIS 0.0
 5498 MasterFeed8 ILE 0.0
 5508 MasterFeed8 LEU 0.0
 5518 MasterFeed8 LYS 0.0
 5528 MasterFeed8 MET 0.0
 5538 MasterFeed8 CYS 0.0
 5548 MasterFeed8 PHE 0.0
 5558 MasterFeed8 THR 0.0
 5568 MasterFeed8 TRP 0.0
 5578 MasterFeed8 VAL 0.0
 5588 MasterFeed8 AA#12 0.0
 5598 MasterFeed8 AA#13 0.0
 5608 MasterFeed8 % Forage 0.0
 5618 MasterFeed8 Sugar % 0.0
 5628 MasterFeed8 Rumensin 0.0
 5638 MasterFeed8 Lignin 0.0
 5648 MasterFeed8 DNDF 12 hours 0.0
 5658 MasterFeed8 DNDF 30 hours 0.0
 5668 MasterFeed8 Soluble fiber 0.0
 5678 MasterFeed8 Rum Deg Starch 0.0
 5688 MasterFeed8 Tot FA 0.0
 5698 MasterFeed8 Unsat FA 0.0
 5708 MasterFeed8 Mcal 0.0
 5719 MasterFeed9 DM 90.0
 5729 MasterFeed9 ADF 10.0
 5739 MasterFeed9 NDF 0.0
 5749 MasterFeed9 NFC 17.0
 5759 MasterFeed9 Starch 0.0
 5769 MasterFeed9 NEL 105.0
 5779 MasterFeed9 CP 40.0
 5789 MasterFeed9 UIP 22.8
 5799 MasterFeed9 DIP 17.2
 5809 MasterFeed9 Sol CP 0.0
 5819 MasterFeed9 P 0.65
 5829 MasterFeed9 Ca 0.27
 5839 MasterFeed9 RFV 0.0
 5849 MasterFeed9 S 0.24
 5859 MasterFeed9 K 1.82
 5869 MasterFeed9 Mg 0.3
 5879 MasterFeed9 Fat 19.0
 5889 MasterFeed9 Na 0.02
 5899 MasterFeed9 Cl 0.05
 5909 MasterFeed9 Zn 62.0
 5919 MasterFeed9 Mn 39.0
 5929 MasterFeed9 Cu 20.0
 5939 MasterFeed9 Fe 91.0
 5949 MasterFeed9 Vitamin A 0.0
 5959 MasterFeed9 Vitamin D 0.0
 5969 MasterFeed9 Vitamin E 37.0
 5979 MasterFeed9 Se 4.0
 5989 MasterFeed9 Co 0.0
 5999 MasterFeed9 I 0.0
 6009 MasterFeed9 FNDF 0.0
 6019 MasterFeed9 UIP/CP 57.0
 6029 MasterFeed9 Sol CP/CP 0.0
 6039 MasterFeed9 Starch/NFC 0.0
 6049 MasterFeed9 ARG 0.0
 6059 MasterFeed9 HIS 0.0
 6069 MasterFeed9 ILE 0.0
 6079 MasterFeed9 LEU 0.0
 6089 MasterFeed9 LYS 0.0
 6099 MasterFeed9 MET 0.0
 6109 MasterFeed9 CYS 0.0
 6119 MasterFeed9 PHE 0.0
 6129 MasterFeed9 THR 0.0
 6139 MasterFeed9 TRP 0.0
 6149 MasterFeed9 VAL 0.0
 6159 MasterFeed9 AA#12 0.0
 6169 MasterFeed9 AA#13 0.0
 6179 MasterFeed9 % Forage 0.0
 6189 MasterFeed9 Sugar % 0.0
 6199 MasterFeed9 Rumensin 0.0
 6209 MasterFeed9 Lignin 0.0
 6219 MasterFeed9 DNDF 12 hours 0.0
 6229 MasterFeed9 DNDF 30 hours 0.0
 6239 MasterFeed9 Soluble fiber 0.0
 6249 MasterFeed9 Rum Deg Starch 0.0
 6259 MasterFeed9 Tot FA 0.0
 6269 MasterFeed9 Unsat FA 0.0
 6279 MasterFeed9 Mcal 0.0
 62810 MasterFeed10 DM 90.0
 62910 MasterFeed10 ADF 10.0
 63010 MasterFeed10 NDF 0.0
 63110 MasterFeed10 NFC 20.0
 63210 MasterFeed10 Starch 0.0
 63310 MasterFeed10 NEL 92.0
 63410 MasterFeed10 CP 47.0
 63510 MasterFeed10 UIP 25.85
 63610 MasterFeed10 DIP 21.15
 63710 MasterFeed10 Sol CP 0.0
 63810 MasterFeed10 P 0.7
 63910 MasterFeed10 Ca 0.27
 64010 MasterFeed10 RFV 0.0
 64110 MasterFeed10 S 0.24
 64210 MasterFeed10 K 1.82
 64310 MasterFeed10 Mg 0.3
 64410 MasterFeed10 Fat 4.5
 64510 MasterFeed10 Na 0.02
 64610 MasterFeed10 Cl 0.05
 64710 MasterFeed10 Zn 62.0
 64810 MasterFeed10 Mn 39.0
 64910 MasterFeed10 Cu 20.0
 65010 MasterFeed10 Fe 91.0
 65110 MasterFeed10 Vitamin A 0.0
 65210 MasterFeed10 Vitamin D 0.0
 65310 MasterFeed10 Vitamin E 37.0
 65410 MasterFeed10 Se 4.0
 65510 MasterFeed10 Co 0.0
 65610 MasterFeed10 I 0.0
 65710 MasterFeed10 FNDF 0.0
 65810 MasterFeed10 UIP/CP 55.0
 65910 MasterFeed10 Sol CP/CP 0.0
 66010 MasterFeed10 Starch/NFC 0.0
 66110 MasterFeed10 ARG 0.0
 66210 MasterFeed10 HIS 0.0
 66310 MasterFeed10 ILE 0.0
 66410 MasterFeed10 LEU 0.0
 66510 MasterFeed10 LYS 0.0
 66610 MasterFeed10 MET 0.0
 66710 MasterFeed10 CYS 0.0
 66810 MasterFeed10 PHE 0.0
 66910 MasterFeed10 THR 0.0
 67010 MasterFeed10 TRP 0.0
 67110 MasterFeed10 VAL 0.0
 67210 MasterFeed10 AA#12 0.0
 67310 MasterFeed10 AA#13 0.0
 67410 MasterFeed10 % Forage 0.0
 67510 MasterFeed10 Sugar % 0.0
 67610 MasterFeed10 Rumensin 0.0
 67710 MasterFeed10 Lignin 0.0
 67810 MasterFeed10 DNDF 12 hours 0.0
 67910 MasterFeed10 DNDF 30 hours 0.0
 68010 MasterFeed10 Soluble fiber 0.0
 68110 MasterFeed10 Rum Deg Starch 0.0
 68210 MasterFeed10 Tot FA 0.0
 68310 MasterFeed10 Unsat FA 0.0
 68410 MasterFeed10 Mcal 0.0
 68511 MasterFeed11 DM 90.0
 68611 MasterFeed11 ADF 18.0
 68711 MasterFeed11 NDF 26.0
 68811 MasterFeed11 NFC 25.0
 68911 MasterFeed11 Starch 0.0
 69011 MasterFeed11 NEL 88.0
 69111 MasterFeed11 CP 28.0
 69211 MasterFeed11 UIP 14.0
 69311 MasterFeed11 DIP 14.0
 69411 MasterFeed11 Sol CP 0.0
 69511 MasterFeed11 P 0.6
 69611 MasterFeed11 Ca 0.13
 69711 MasterFeed11 RFV 0.0
 69811 MasterFeed11 S 0.46
 69911 MasterFeed11 K 0.2
 70011 MasterFeed11 Mg 0.07
 70111 MasterFeed11 Fat 10.0
 70211 MasterFeed11 Na 0.1
 70311 MasterFeed11 Cl 0.09
 70411 MasterFeed11 Zn 35.0
 70511 MasterFeed11 Mn 25.0
 70611 MasterFeed11 Cu 0.0
 70711 MasterFeed11 Fe 223.0
 70811 MasterFeed11 Vitamin A 1000.0
 70911 MasterFeed11 Vitamin D 1000.0
 71011 MasterFeed11 Vitamin E 43.0
 71111 MasterFeed11 Se 26.0
 71211 MasterFeed11 Co 45.0
 71311 MasterFeed11 I 150.0
 71411 MasterFeed11 FNDF 0.0
 71511 MasterFeed11 UIP/CP 50.0
 71611 MasterFeed11 Sol CP/CP 0.0
 71711 MasterFeed11 Starch/NFC 0.0
 71811 MasterFeed11 ARG 0.0
 71911 MasterFeed11 HIS 0.0
 72011 MasterFeed11 ILE 0.0
 72111 MasterFeed11 LEU 0.0
 72211 MasterFeed11 LYS 0.0
 72311 MasterFeed11 MET 0.0
 72411 MasterFeed11 CYS 0.0
 72511 MasterFeed11 PHE 0.0
 72611 MasterFeed11 THR 0.0
 72711 MasterFeed11 TRP 0.0
 72811 MasterFeed11 VAL 0.0
 72911 MasterFeed11 AA#12 0.0
 73011 MasterFeed11 AA#13 0.0
 73111 MasterFeed11 % Forage 0.0
 73211 MasterFeed11 Sugar % 0.0
 73311 MasterFeed11 Rumensin 0.0
 73411 MasterFeed11 Lignin 0.0
 73511 MasterFeed11 DNDF 12 hours 0.0
 73611 MasterFeed11 DNDF 30 hours 0.0
 73711 MasterFeed11 Soluble fiber 0.0
 73811 MasterFeed11 Rum Deg Starch 0.0
 73911 MasterFeed11 Tot FA 0.0
 74011 MasterFeed11 Unsat FA 0.0
 74111 MasterFeed11 Mcal 0.0
 74212 MasterFeed12 DM 90.0
 74312 MasterFeed12 ADF 28.0
 74412 MasterFeed12 NDF 45.0
 74512 MasterFeed12 NFC 25.0
 74612 MasterFeed12 Starch 0.0
 74712 MasterFeed12 NEL 82.0
 74812 MasterFeed12 CP 16.6
 74912 MasterFeed12 UIP 4.15
 75012 MasterFeed12 DIP 12.45
 75112 MasterFeed12 Sol CP 0.0
 75212 MasterFeed12 P 0.15
 75312 MasterFeed12 Ca 0.63
 75412 MasterFeed12 RFV 156.0
 75512 MasterFeed12 S 0.09
 75612 MasterFeed12 K 1.27
 75712 MasterFeed12 Mg 0.26
 75812 MasterFeed12 Fat 2.0
 75912 MasterFeed12 Na 0.01
 76012 MasterFeed12 Cl 0.12
 76112 MasterFeed12 Zn 24.0
 76212 MasterFeed12 Mn 11.0
 76312 MasterFeed12 Cu 18.0
 76412 MasterFeed12 Fe 324.0
 76512 MasterFeed12 Vitamin A 0.0
 76612 MasterFeed12 Vitamin D 0.0
 76712 MasterFeed12 Vitamin E 0.0
 76812 MasterFeed12 Se 10.0
 76912 MasterFeed12 Co 0.0
 77012 MasterFeed12 I 0.0
 77112 MasterFeed12 FNDF 40.0
 77212 MasterFeed12 UIP/CP 25.0
 77312 MasterFeed12 Sol CP/CP 0.0
 77412 MasterFeed12 Starch/NFC 0.0
 77512 MasterFeed12 ARG 0.0
 77612 MasterFeed12 HIS 0.0
 77712 MasterFeed12 ILE 0.0
 77812 MasterFeed12 LEU 0.0
 77912 MasterFeed12 LYS 0.0
 78012 MasterFeed12 MET 0.0
 78112 MasterFeed12 CYS 0.0
 78212 MasterFeed12 PHE 0.0
 78312 MasterFeed12 THR 0.0
 78412 MasterFeed12 TRP 0.0
 78512 MasterFeed12 VAL 0.0
 78612 MasterFeed12 AA#12 0.0
 78712 MasterFeed12 AA#13 0.0
 78812 MasterFeed12 % Forage 0.0
 78912 MasterFeed12 Sugar % 0.0
 79012 MasterFeed12 Rumensin 0.0
 79112 MasterFeed12 Lignin 0.0
 79212 MasterFeed12 DNDF 12 hours 0.0
 79312 MasterFeed12 DNDF 30 hours 0.0
 79412 MasterFeed12 Soluble fiber 0.0
 79512 MasterFeed12 Rum Deg Starch 0.0
 79612 MasterFeed12 Tot FA 0.0
 79712 MasterFeed12 Unsat FA 0.0
 79812 MasterFeed12 Mcal 0.0
 79913 MasterFeed13 DM 90.0
 80013 MasterFeed13 ADF 35.0
 80113 MasterFeed13 NDF 45.0
 80213 MasterFeed13 NFC 10.0
 80313 MasterFeed13 Starch 0.0
 80413 MasterFeed13 NEL 101.0
 80513 MasterFeed13 CP 24.0
 80613 MasterFeed13 UIP 10.8
 80713 MasterFeed13 DIP 13.2
 80813 MasterFeed13 Sol CP 0.0
 80913 MasterFeed13 P 0.64
 81013 MasterFeed13 Ca 0.21
 81113 MasterFeed13 RFV 127.0
 81213 MasterFeed13 S 0.26
 81313 MasterFeed13 K 1.0
 81413 MasterFeed13 Mg 0.46
 81513 MasterFeed13 Fat 20.0
 81613 MasterFeed13 Na 0.01
 81713 MasterFeed13 Cl 0.05
 81813 MasterFeed13 Zn 33.0
 81913 MasterFeed13 Mn 19.0
 82013 MasterFeed13 Cu 9.0
 82113 MasterFeed13 Fe 151.0
 82213 MasterFeed13 Vitamin A 0.0
 82313 MasterFeed13 Vitamin D 0.0
 82413 MasterFeed13 Vitamin E 70.0
 82513 MasterFeed13 Se 0.0
 82613 MasterFeed13 Co 0.0
 82713 MasterFeed13 I 0.0
 82813 MasterFeed13 FNDF 45.0
 82913 MasterFeed13 UIP/CP 45.0
 83013 MasterFeed13 Sol CP/CP 0.0
 83113 MasterFeed13 Starch/NFC 0.0
 83213 MasterFeed13 ARG 0.0
 83313 MasterFeed13 HIS 0.0
 83413 MasterFeed13 ILE 0.0
 83513 MasterFeed13 LEU 0.0
 83613 MasterFeed13 LYS 0.0
 83713 MasterFeed13 MET 0.0
 83813 MasterFeed13 CYS 0.0
 83913 MasterFeed13 PHE 0.0
 84013 MasterFeed13 THR 0.0
 84113 MasterFeed13 TRP 0.0
 84213 MasterFeed13 VAL 0.0
 84313 MasterFeed13 AA#12 0.0
 84413 MasterFeed13 AA#13 0.0
 84513 MasterFeed13 % Forage 0.0
 84613 MasterFeed13 Sugar % 0.0
 84713 MasterFeed13 Rumensin 0.0
 84813 MasterFeed13 Lignin 0.0
 84913 MasterFeed13 DNDF 12 hours 0.0
 85013 MasterFeed13 DNDF 30 hours 0.0
 85113 MasterFeed13 Soluble fiber 0.0
 85213 MasterFeed13 Rum Deg Starch 0.0
 85313 MasterFeed13 Tot FA 0.0
 85413 MasterFeed13 Unsat FA 0.0
 85513 MasterFeed13 Mcal 0.0
 85614 MasterFeed14 DM 100.0
 85714 MasterFeed14 ADF 0.0
 85814 MasterFeed14 NDF 0.0
 85914 MasterFeed14 NFC 0.0
 86014 MasterFeed14 Starch 0.0
 86114 MasterFeed14 NEL 0.0
 86214 MasterFeed14 CP 0.0
 86314 MasterFeed14 UIP 0.0
 86414 MasterFeed14 DIP 0.0
 86514 MasterFeed14 Sol CP 0.0
 86614 MasterFeed14 P 0.0
 86714 MasterFeed14 Ca 0.0
 86814 MasterFeed14 RFV 0.0
 86914 MasterFeed14 S 0.4
 87014 MasterFeed14 K 0.0
 87114 MasterFeed14 Mg 1.3
 87214 MasterFeed14 Fat 0.0
 87314 MasterFeed14 Na 0.0
 87414 MasterFeed14 Cl 0.0
 87514 MasterFeed14 Zn 42000.0
 87614 MasterFeed14 Mn 30000.0
 87714 MasterFeed14 Cu 7500.0
 87814 MasterFeed14 Fe 490.0
 87914 MasterFeed14 Vitamin A 2500000.0
 88014 MasterFeed14 Vitamin D 7000.0
 88114 MasterFeed14 Vitamin E 8500.0
 88214 MasterFeed14 Se 181.0
 88314 MasterFeed14 Co 800.0
 88414 MasterFeed14 I 540.0
 88514 MasterFeed14 FNDF 0.0
 88614 MasterFeed14 UIP/CP 0.0
 88714 MasterFeed14 Sol CP/CP 0.0
 88814 MasterFeed14 Starch/NFC 0.0
 88914 MasterFeed14 ARG 0.0
 89014 MasterFeed14 HIS 0.0
 89114 MasterFeed14 ILE 0.0
 89214 MasterFeed14 LEU 0.0
 89314 MasterFeed14 LYS 0.0
 89414 MasterFeed14 MET 0.0
 89514 MasterFeed14 CYS 0.0
 89614 MasterFeed14 PHE 0.0
 89714 MasterFeed14 THR 0.0
 89814 MasterFeed14 TRP 0.0
 89914 MasterFeed14 VAL 0.0
 90014 MasterFeed14 AA#12 0.0
 90114 MasterFeed14 AA#13 0.0
 90214 MasterFeed14 % Forage 0.0
 90314 MasterFeed14 Sugar % 0.0
 90414 MasterFeed14 Rumensin 0.0
 90514 MasterFeed14 Lignin 0.0
 90614 MasterFeed14 DNDF 12 hours 0.0
 90714 MasterFeed14 DNDF 30 hours 0.0
 90814 MasterFeed14 Soluble fiber 0.0
 90914 MasterFeed14 Rum Deg Starch 0.0
 91014 MasterFeed14 Tot FA 0.0
 91114 MasterFeed14 Unsat FA 0.0
 91214 MasterFeed14 Mcal 0.0
 91315 MasterFeed15 DM 100.0
 91415 MasterFeed15 ADF 0.0
 91515 MasterFeed15 NDF 0.0
 91615 MasterFeed15 NFC 0.0
 91715 MasterFeed15 Starch 0.0
 91815 MasterFeed15 NEL 0.0
 91915 MasterFeed15 CP 0.0
 92015 MasterFeed15 UIP 0.0
 92115 MasterFeed15 DIP 0.0
 92215 MasterFeed15 Sol CP 0.0
 92315 MasterFeed15 P 0.0
 92415 MasterFeed15 Ca 0.0
 92515 MasterFeed15 RFV 0.0
 92615 MasterFeed15 S 0.0
 92715 MasterFeed15 K 0.0
 92815 MasterFeed15 Mg 54.0
 92915 MasterFeed15 Fat 0.0
 93015 MasterFeed15 Na 0.0
 93115 MasterFeed15 Cl 0.0
 93215 MasterFeed15 Zn 0.0
 93315 MasterFeed15 Mn 0.0
 93415 MasterFeed15 Cu 0.0
 93515 MasterFeed15 Fe 0.0
 93615 MasterFeed15 Vitamin A 0.0
 93715 MasterFeed15 Vitamin D 0.0
 93815 MasterFeed15 Vitamin E 0.0
 93915 MasterFeed15 Se 0.0
 94015 MasterFeed15 Co 0.0
 94115 MasterFeed15 I 0.0
 94215 MasterFeed15 FNDF 0.0
 94315 MasterFeed15 UIP/CP 0.0
 94415 MasterFeed15 Sol CP/CP 0.0
 94515 MasterFeed15 Starch/NFC 0.0
 94615 MasterFeed15 ARG 0.0
 94715 MasterFeed15 HIS 0.0
 94815 MasterFeed15 ILE 0.0
 94915 MasterFeed15 LEU 0.0
 95015 MasterFeed15 LYS 0.0
 95115 MasterFeed15 MET 0.0
 95215 MasterFeed15 CYS 0.0
 95315 MasterFeed15 PHE 0.0
 95415 MasterFeed15 THR 0.0
 95515 MasterFeed15 TRP 0.0
 95615 MasterFeed15 VAL 0.0
 95715 MasterFeed15 AA#12 0.0
 95815 MasterFeed15 AA#13 0.0
 95915 MasterFeed15 % Forage 0.0
 96015 MasterFeed15 Sugar % 0.0
 96115 MasterFeed15 Rumensin 0.0
 96215 MasterFeed15 Lignin 0.0
 96315 MasterFeed15 DNDF 12 hours 0.0
 96415 MasterFeed15 DNDF 30 hours 0.0
 96515 MasterFeed15 Soluble fiber 0.0
 96615 MasterFeed15 Rum Deg Starch 0.0
 96715 MasterFeed15 Tot FA 0.0
 96815 MasterFeed15 Unsat FA 0.0
 96915 MasterFeed15 Mcal 0.0
 97016 MasterFeed16 DM 100.0
 97116 MasterFeed16 ADF 0.0
 97216 MasterFeed16 NDF 0.0
 97316 MasterFeed16 NFC 0.0
 97416 MasterFeed16 Starch 0.0
 97516 MasterFeed16 NEL 0.0
 97616 MasterFeed16 CP 0.0
 97716 MasterFeed16 UIP 0.0
 97816 MasterFeed16 DIP 0.0
 97916 MasterFeed16 Sol CP 0.0
 98016 MasterFeed16 P 0.0
 98116 MasterFeed16 Ca 0.0
 98216 MasterFeed16 RFV 0.0
 98316 MasterFeed16 S 1.0
 98416 MasterFeed16 K 1.0
 98516 MasterFeed16 Mg 1.0
 98616 MasterFeed16 Fat 1.0
 98716 MasterFeed16 Na 27.0
 98816 MasterFeed16 Cl 0.0
 98916 MasterFeed16 Zn 0.0
 99016 MasterFeed16 Mn 0.0
 99116 MasterFeed16 Cu 0.0
 99216 MasterFeed16 Fe 0.0
 99316 MasterFeed16 Vitamin A 0.0
 99416 MasterFeed16 Vitamin D 0.0
 99516 MasterFeed16 Vitamin E 0.0
 99616 MasterFeed16 Se 0.0
 99716 MasterFeed16 Co 0.0
 99816 MasterFeed16 I 0.0
 99916 MasterFeed16 FNDF 0.0
100016 MasterFeed16 UIP/CP 0.0
100116 MasterFeed16 Sol CP/CP 0.0
100216 MasterFeed16 Starch/NFC 0.0
100316 MasterFeed16 ARG 0.0
100416 MasterFeed16 HIS 0.0
100516 MasterFeed16 ILE 0.0
100616 MasterFeed16 LEU 0.0
100716 MasterFeed16 LYS 0.0
100816 MasterFeed16 MET 0.0
100916 MasterFeed16 CYS 0.0
101016 MasterFeed16 PHE 0.0
101116 MasterFeed16 THR 0.0
101216 MasterFeed16 TRP 0.0
101316 MasterFeed16 VAL 0.0
101416 MasterFeed16 AA#12 0.0
101516 MasterFeed16 AA#13 0.0
101616 MasterFeed16 % Forage 0.0
101716 MasterFeed16 Sugar % 0.0
101816 MasterFeed16 Rumensin 0.0
101916 MasterFeed16 Lignin 0.0
102016 MasterFeed16 DNDF 12 hours 0.0
102116 MasterFeed16 DNDF 30 hours 0.0
102216 MasterFeed16 Soluble fiber 0.0
102316 MasterFeed16 Rum Deg Starch 0.0
102416 MasterFeed16 Tot FA 0.0
102516 MasterFeed16 Unsat FA 0.0
102616 MasterFeed16 Mcal 0.0
102717 MasterFeed17 DM 100.0
102817 MasterFeed17 ADF 0.0
102917 MasterFeed17 NDF 0.0
103017 MasterFeed17 NFC 0.0
103117 MasterFeed17 Starch 0.0
103217 MasterFeed17 NEL 0.0
103317 MasterFeed17 CP 0.0
103417 MasterFeed17 UIP 0.0
103517 MasterFeed17 DIP 0.0
103617 MasterFeed17 Sol CP 0.0
103717 MasterFeed17 P 0.0
103817 MasterFeed17 Ca 0.0
103917 MasterFeed17 RFV 0.0
104017 MasterFeed17 S 22.0
104117 MasterFeed17 K 18.0
104217 MasterFeed17 Mg 11.0
104317 MasterFeed17 Fat 0.0
104417 MasterFeed17 Na 0.0
104517 MasterFeed17 Cl 0.0
104617 MasterFeed17 Zn 0.0
104717 MasterFeed17 Mn 0.0
104817 MasterFeed17 Cu 0.0
104917 MasterFeed17 Fe 0.0
105017 MasterFeed17 Vitamin A 0.0
105117 MasterFeed17 Vitamin D 0.0
105217 MasterFeed17 Vitamin E 0.0
105317 MasterFeed17 Se 0.0
105417 MasterFeed17 Co 0.0
105517 MasterFeed17 I 0.0
105617 MasterFeed17 FNDF 0.0
105717 MasterFeed17 UIP/CP 0.0
105817 MasterFeed17 Sol CP/CP 0.0
105917 MasterFeed17 Starch/NFC 0.0
106017 MasterFeed17 ARG 0.0
106117 MasterFeed17 HIS 0.0
106217 MasterFeed17 ILE 0.0
106317 MasterFeed17 LEU 0.0
106417 MasterFeed17 LYS 0.0
106517 MasterFeed17 MET 0.0
106617 MasterFeed17 CYS 0.0
106717 MasterFeed17 PHE 0.0
106817 MasterFeed17 THR 0.0
106917 MasterFeed17 TRP 0.0
107017 MasterFeed17 VAL 0.0
107117 MasterFeed17 AA#12 0.0
107217 MasterFeed17 AA#13 0.0
107317 MasterFeed17 % Forage 0.0
107417 MasterFeed17 Sugar % 0.0
107517 MasterFeed17 Rumensin 0.0
107617 MasterFeed17 Lignin 0.0
107717 MasterFeed17 DNDF 12 hours 0.0
107817 MasterFeed17 DNDF 30 hours 0.0
107917 MasterFeed17 Soluble fiber 0.0
108017 MasterFeed17 Rum Deg Starch 0.0
108117 MasterFeed17 Tot FA 0.0
108217 MasterFeed17 Unsat FA 0.0
108317 MasterFeed17 Mcal 0.0
108418 MasterFeed18 DM 100.0
108518 MasterFeed18 ADF 0.0
108618 MasterFeed18 NDF 0.0
108718 MasterFeed18 NFC 0.0
108818 MasterFeed18 Starch 0.0
108918 MasterFeed18 NEL 0.0
109018 MasterFeed18 CP 0.0
109118 MasterFeed18 UIP 0.0
109218 MasterFeed18 DIP 0.0
109318 MasterFeed18 Sol CP 0.0
109418 MasterFeed18 P 0.0
109518 MasterFeed18 Ca 0.0
109618 MasterFeed18 RFV 0.0
109718 MasterFeed18 S 0.0
109818 MasterFeed18 K 52.0
109918 MasterFeed18 Mg 0.0
110018 MasterFeed18 Fat 0.0
110118 MasterFeed18 Na 0.0
110218 MasterFeed18 Cl 0.0
110318 MasterFeed18 Zn 0.0
110418 MasterFeed18 Mn 0.0
110518 MasterFeed18 Cu 0.0
110618 MasterFeed18 Fe 0.0
110718 MasterFeed18 Vitamin A 0.0
110818 MasterFeed18 Vitamin D 0.0
110918 MasterFeed18 Vitamin E 0.0
111018 MasterFeed18 Se 0.0
111118 MasterFeed18 Co 0.0
111218 MasterFeed18 I 0.0
111318 MasterFeed18 FNDF 0.0
111418 MasterFeed18 UIP/CP 0.0
111518 MasterFeed18 Sol CP/CP 0.0
111618 MasterFeed18 Starch/NFC 0.0
111718 MasterFeed18 ARG 0.0
111818 MasterFeed18 HIS 0.0
111918 MasterFeed18 ILE 0.0
112018 MasterFeed18 LEU 0.0
112118 MasterFeed18 LYS 0.0
112218 MasterFeed18 MET 0.0
112318 MasterFeed18 CYS 0.0
112418 MasterFeed18 PHE 0.0
112518 MasterFeed18 THR 0.0
112618 MasterFeed18 TRP 0.0
112718 MasterFeed18 VAL 0.0
112818 MasterFeed18 AA#12 0.0
112918 MasterFeed18 AA#13 0.0
113018 MasterFeed18 % Forage 0.0
113118 MasterFeed18 Sugar % 0.0
113218 MasterFeed18 Rumensin 0.0
113318 MasterFeed18 Lignin 0.0
113418 MasterFeed18 DNDF 12 hours 0.0
113518 MasterFeed18 DNDF 30 hours 0.0
113618 MasterFeed18 Soluble fiber 0.0
113718 MasterFeed18 Rum Deg Starch 0.0
113818 MasterFeed18 Tot FA 0.0
113918 MasterFeed18 Unsat FA 0.0
114018 MasterFeed18 Mcal 0.0
114119 MasterFeed19 DM 100.0
114219 MasterFeed19 ADF 0.0
114319 MasterFeed19 NDF 0.0
114419 MasterFeed19 NFC 0.0
114519 MasterFeed19 Starch 0.0
114619 MasterFeed19 NEL 0.0
114719 MasterFeed19 CP 0.0
114819 MasterFeed19 UIP 0.0
114919 MasterFeed19 DIP 0.0
115019 MasterFeed19 Sol CP 0.0
115119 MasterFeed19 P 21.0
115219 MasterFeed19 Ca 16.5
115319 MasterFeed19 RFV 0.0
115419 MasterFeed19 S 1.22
115519 MasterFeed19 K 0.07
115619 MasterFeed19 Mg 0.61
115719 MasterFeed19 Fat 0.0
115819 MasterFeed19 Na 0.06
115919 MasterFeed19 Cl 10.0
116019 MasterFeed19 Zn 90.0
116119 MasterFeed19 Mn 360.0
116219 MasterFeed19 Cu 10.0
116319 MasterFeed19 Fe 15800.0
116419 MasterFeed19 Vitamin A 0.0
116519 MasterFeed19 Vitamin D 0.0
116619 MasterFeed19 Vitamin E 0.0
116719 MasterFeed19 Se 0.0
116819 MasterFeed19 Co 0.0
116919 MasterFeed19 I 0.0
117019 MasterFeed19 FNDF 0.0
117119 MasterFeed19 UIP/CP 0.0
117219 MasterFeed19 Sol CP/CP 0.0
117319 MasterFeed19 Starch/NFC 0.0
117419 MasterFeed19 ARG 0.0
117519 MasterFeed19 HIS 0.0
117619 MasterFeed19 ILE 0.0
117719 MasterFeed19 LEU 0.0
117819 MasterFeed19 LYS 0.0
117919 MasterFeed19 MET 0.0
118019 MasterFeed19 CYS 0.0
118119 MasterFeed19 PHE 0.0
118219 MasterFeed19 THR 0.0
118319 MasterFeed19 TRP 0.0
118419 MasterFeed19 VAL 0.0
118519 MasterFeed19 AA#12 0.0
118619 MasterFeed19 AA#13 0.0
118719 MasterFeed19 % Forage 0.0
118819 MasterFeed19 Sugar % 0.0
118919 MasterFeed19 Rumensin 0.0
119019 MasterFeed19 Lignin 0.0
119119 MasterFeed19 DNDF 12 hours 0.0
119219 MasterFeed19 DNDF 30 hours 0.0
119319 MasterFeed19 Soluble fiber 0.0
119419 MasterFeed19 Rum Deg Starch 0.0
119519 MasterFeed19 Tot FA 0.0
119619 MasterFeed19 Unsat FA 0.0
119719 MasterFeed19 Mcal 0.0
119820 MasterFeed20 DM 100.0
119920 MasterFeed20 ADF 0.0
120020 MasterFeed20 NDF 0.0
120120 MasterFeed20 NFC 0.0
120220 MasterFeed20 Starch 0.0
120320 MasterFeed20 NEL 0.0
120420 MasterFeed20 CP 0.0
120520 MasterFeed20 UIP 0.0
120620 MasterFeed20 DIP 0.0
120720 MasterFeed20 Sol CP 0.0
120820 MasterFeed20 P 0.01
120920 MasterFeed20 Ca 38.0
121020 MasterFeed20 RFV 0.0
121120 MasterFeed20 S 0.02
121220 MasterFeed20 K 0.02
121320 MasterFeed20 Mg 0.2
121420 MasterFeed20 Fat 0.0
121520 MasterFeed20 Na 0.09
121620 MasterFeed20 Cl 0.03
121720 MasterFeed20 Zn 0.0
121820 MasterFeed20 Mn 180.0
121920 MasterFeed20 Cu 0.0
122020 MasterFeed20 Fe 1800.0
122120 MasterFeed20 Vitamin A 0.0
122220 MasterFeed20 Vitamin D 0.0
122320 MasterFeed20 Vitamin E 0.0
122420 MasterFeed20 Se 0.0
122520 MasterFeed20 Co 0.0
122620 MasterFeed20 I 0.0
122720 MasterFeed20 FNDF 0.0
122820 MasterFeed20 UIP/CP 0.0
122920 MasterFeed20 Sol CP/CP 0.0
123020 MasterFeed20 Starch/NFC 0.0
123120 MasterFeed20 ARG 0.0
123220 MasterFeed20 HIS 0.0
123320 MasterFeed20 ILE 0.0
123420 MasterFeed20 LEU 0.0
123520 MasterFeed20 LYS 0.0
123620 MasterFeed20 MET 0.0
123720 MasterFeed20 CYS 0.0
123820 MasterFeed20 PHE 0.0
123920 MasterFeed20 THR 0.0
124020 MasterFeed20 TRP 0.0
124120 MasterFeed20 VAL 0.0
124220 MasterFeed20 AA#12 0.0
124320 MasterFeed20 AA#13 0.0
124420 MasterFeed20 % Forage 0.0
124520 MasterFeed20 Sugar % 0.0
124620 MasterFeed20 Rumensin 0.0
124720 MasterFeed20 Lignin 0.0
124820 MasterFeed20 DNDF 12 hours 0.0
124920 MasterFeed20 DNDF 30 hours 0.0
125020 MasterFeed20 Soluble fiber 0.0
125120 MasterFeed20 Rum Deg Starch 0.0
125220 MasterFeed20 Tot FA 0.0
125320 MasterFeed20 Unsat FA 0.0
125420 MasterFeed20 Mcal 0.0
125521 MasterFeed21 DM 100.0
125621 MasterFeed21 ADF 0.0
125721 MasterFeed21 NDF 0.0
125821 MasterFeed21 NFC 0.0
125921 MasterFeed21 Starch 0.0
126021 MasterFeed21 NEL 0.0
126121 MasterFeed21 CP 0.0
126221 MasterFeed21 UIP 0.0
126321 MasterFeed21 DIP 0.0
126421 MasterFeed21 Sol CP 0.0
126521 MasterFeed21 P 0.03
126621 MasterFeed21 Ca 10.0
126721 MasterFeed21 RFV 0.0
126821 MasterFeed21 S 0.01
126921 MasterFeed21 K 0.15
127021 MasterFeed21 Mg 2.5
127121 MasterFeed21 Fat 0.0
127221 MasterFeed21 Na 0.0
127321 MasterFeed21 Cl 0.0
127421 MasterFeed21 Zn 4.0
127521 MasterFeed21 Mn 1.0
127621 MasterFeed21 Cu 1.0
127721 MasterFeed21 Fe 150.0
127821 MasterFeed21 Vitamin A 0.0
127921 MasterFeed21 Vitamin D 0.0
128021 MasterFeed21 Vitamin E 0.0
128121 MasterFeed21 Se 0.0
128221 MasterFeed21 Co 0.0
128321 MasterFeed21 I 0.0
128421 MasterFeed21 FNDF 0.0
128521 MasterFeed21 UIP/CP 0.0
128621 MasterFeed21 Sol CP/CP 0.0
128721 MasterFeed21 Starch/NFC 0.0
128821 MasterFeed21 ARG 0.0
128921 MasterFeed21 HIS 0.0
129021 MasterFeed21 ILE 0.0
129121 MasterFeed21 LEU 0.0
129221 MasterFeed21 LYS 0.0
129321 MasterFeed21 MET 0.0
129421 MasterFeed21 CYS 0.0
129521 MasterFeed21 PHE 0.0
129621 MasterFeed21 THR 0.0
129721 MasterFeed21 TRP 0.0
129821 MasterFeed21 VAL 0.0
129921 MasterFeed21 AA#12 0.0
130021 MasterFeed21 AA#13 0.0
130121 MasterFeed21 % Forage 0.0
130221 MasterFeed21 Sugar % 0.0
130321 MasterFeed21 Rumensin 0.0
130421 MasterFeed21 Lignin 0.0
130521 MasterFeed21 DNDF 12 hours 0.0
130621 MasterFeed21 DNDF 30 hours 0.0
130721 MasterFeed21 Soluble fiber 0.0
130821 MasterFeed21 Rum Deg Starch 0.0
130921 MasterFeed21 Tot FA 0.0
131021 MasterFeed21 Unsat FA 0.0
131121 MasterFeed21 Mcal 0.0
131222 MasterFeed22 DM 100.0
131322 MasterFeed22 ADF 0.0
131422 MasterFeed22 NDF 0.0
131522 MasterFeed22 NFC 0.0
131622 MasterFeed22 Starch 0.0
131722 MasterFeed22 NEL 0.0
131822 MasterFeed22 CP 0.0
131922 MasterFeed22 UIP 0.0
132022 MasterFeed22 DIP 0.0
132122 MasterFeed22 Sol CP 0.0
132222 MasterFeed22 P 0.0
132322 MasterFeed22 Ca 0.0
132422 MasterFeed22 RFV 0.0
132522 MasterFeed22 S 0.0
132622 MasterFeed22 K 0.0
132722 MasterFeed22 Mg 0.0
132822 MasterFeed22 Fat 0.0
132922 MasterFeed22 Na 40.0
133022 MasterFeed22 Cl 60.0
133122 MasterFeed22 Zn 0.0
133222 MasterFeed22 Mn 0.0
133322 MasterFeed22 Cu 0.0
133422 MasterFeed22 Fe 0.0
133522 MasterFeed22 Vitamin A 0.0
133622 MasterFeed22 Vitamin D 0.0
133722 MasterFeed22 Vitamin E 0.0
133822 MasterFeed22 Se 0.0
133922 MasterFeed22 Co 17400.0
134022 MasterFeed22 I 16920.0
134122 MasterFeed22 FNDF 0.0
134222 MasterFeed22 UIP/CP 0.0
134322 MasterFeed22 Sol CP/CP 0.0
134422 MasterFeed22 Starch/NFC 0.0
134522 MasterFeed22 ARG 0.0
134622 MasterFeed22 HIS 0.0
134722 MasterFeed22 ILE 0.0
134822 MasterFeed22 LEU 0.0
134922 MasterFeed22 LYS 0.0
135022 MasterFeed22 MET 0.0
135122 MasterFeed22 CYS 0.0
135222 MasterFeed22 PHE 0.0
135322 MasterFeed22 THR 0.0
135422 MasterFeed22 TRP 0.0
135522 MasterFeed22 VAL 0.0
135622 MasterFeed22 AA#12 0.0
135722 MasterFeed22 AA#13 0.0
135822 MasterFeed22 % Forage 0.0
135922 MasterFeed22 Sugar % 0.0
136022 MasterFeed22 Rumensin 0.0
136122 MasterFeed22 Lignin 0.0
136222 MasterFeed22 DNDF 12 hours 0.0
136322 MasterFeed22 DNDF 30 hours 0.0
136422 MasterFeed22 Soluble fiber 0.0
136522 MasterFeed22 Rum Deg Starch 0.0
136622 MasterFeed22 Tot FA 0.0
136722 MasterFeed22 Unsat FA 0.0
136822 MasterFeed22 Mcal 0.0
136923 MasterFeed23 DM 85.0
137023 MasterFeed23 ADF 10.0
137123 MasterFeed23 NDF 14.0
137223 MasterFeed23 NFC 0.0
137323 MasterFeed23 Starch 0.0
137423 MasterFeed23 NEL 88.0
137523 MasterFeed23 CP 50.0
137623 MasterFeed23 UIP 14.0
137723 MasterFeed23 DIP 36.0
137823 MasterFeed23 Sol CP 0.0
137923 MasterFeed23 P 0.68
138023 MasterFeed23 Ca 0.3
138123 MasterFeed23 RFV 0.0
138223 MasterFeed23 S 0.37
138323 MasterFeed23 K 2.0
138423 MasterFeed23 Mg 0.3
138523 MasterFeed23 Fat 1.5
138623 MasterFeed23 Na 0.03
138723 MasterFeed23 Cl 0.2
138823 MasterFeed23 Zn 66.0
138923 MasterFeed23 Mn 35.0
139023 MasterFeed23 Cu 24.0
139123 MasterFeed23 Fe 175.0
139223 MasterFeed23 Vitamin A 0.0
139323 MasterFeed23 Vitamin D 0.0
139423 MasterFeed23 Vitamin E 0.0
139523 MasterFeed23 Se 4.0
139623 MasterFeed23 Co 0.0
139723 MasterFeed23 I 0.0
139823 MasterFeed23 FNDF 14.0
139923 MasterFeed23 UIP/CP 28.0
140023 MasterFeed23 Sol CP/CP 0.0
140123 MasterFeed23 Starch/NFC 0.0
140223 MasterFeed23 ARG 0.0
140323 MasterFeed23 HIS 0.0
140423 MasterFeed23 ILE 0.0
140523 MasterFeed23 LEU 0.0
140623 MasterFeed23 LYS 0.0
140723 MasterFeed23 MET 0.0
140823 MasterFeed23 CYS 0.0
140923 MasterFeed23 PHE 0.0
141023 MasterFeed23 THR 0.0
141123 MasterFeed23 TRP 0.0
141223 MasterFeed23 VAL 0.0
141323 MasterFeed23 AA#12 0.0
141423 MasterFeed23 AA#13 0.0
141523 MasterFeed23 % Forage 0.0
141623 MasterFeed23 Sugar % 0.0
141723 MasterFeed23 Rumensin 0.0
141823 MasterFeed23 Lignin 0.0
141923 MasterFeed23 DNDF 12 hours 0.0
142023 MasterFeed23 DNDF 30 hours 0.0
142123 MasterFeed23 Soluble fiber 0.0
142223 MasterFeed23 Rum Deg Starch 0.0
142323 MasterFeed23 Tot FA 0.0
142423 MasterFeed23 Unsat FA 0.0
142523 MasterFeed23 Mcal 0.0
142624 MasterFeed24 DM 100.0
142724 MasterFeed24 ADF 0.0
142824 MasterFeed24 NDF 0.0
142924 MasterFeed24 NFC 0.0
143024 MasterFeed24 Starch 0.0
143124 MasterFeed24 NEL 0.0
143224 MasterFeed24 CP 0.0
143324 MasterFeed24 UIP 0.0
143424 MasterFeed24 DIP 0.0
143524 MasterFeed24 Sol CP 0.0
143624 MasterFeed24 P 0.0
143724 MasterFeed24 Ca 0.0
143824 MasterFeed24 RFV 0.0
143924 MasterFeed24 S 0.0
144024 MasterFeed24 K 0.0
144124 MasterFeed24 Mg 0.0
144224 MasterFeed24 Fat 0.0
144324 MasterFeed24 Na 0.0
144424 MasterFeed24 Cl 0.0
144524 MasterFeed24 Zn 0.0
144624 MasterFeed24 Mn 0.0
144724 MasterFeed24 Cu 0.0
144824 MasterFeed24 Fe 0.0
144924 MasterFeed24 Vitamin A 0.0
145024 MasterFeed24 Vitamin D 0.0
145124 MasterFeed24 Vitamin E 0.0
145224 MasterFeed24 Se 0.0
145324 MasterFeed24 Co 0.0
145424 MasterFeed24 I 0.0
145524 MasterFeed24 FNDF 0.0
145624 MasterFeed24 UIP/CP 0.0
145724 MasterFeed24 Sol CP/CP 0.0
145824 MasterFeed24 Starch/NFC 0.0
145924 MasterFeed24 ARG 0.0
146024 MasterFeed24 HIS 0.0
146124 MasterFeed24 ILE 0.0
146224 MasterFeed24 LEU 0.0
146324 MasterFeed24 LYS 0.0
146424 MasterFeed24 MET 0.0
146524 MasterFeed24 CYS 0.0
146624 MasterFeed24 PHE 0.0
146724 MasterFeed24 THR 0.0
146824 MasterFeed24 TRP 0.0
146924 MasterFeed24 VAL 0.0
147024 MasterFeed24 AA#12 0.0
147124 MasterFeed24 AA#13 0.0
147224 MasterFeed24 % Forage 0.0
147324 MasterFeed24 Sugar % 0.0
147424 MasterFeed24 Rumensin 0.0
147524 MasterFeed24 Lignin 0.0
147624 MasterFeed24 DNDF 12 hours 0.0
147724 MasterFeed24 DNDF 30 hours 0.0
147824 MasterFeed24 Soluble fiber 0.0
147924 MasterFeed24 Rum Deg Starch 0.0
148024 MasterFeed24 Tot FA 0.0
148124 MasterFeed24 Unsat FA 0.0
148224 MasterFeed24 Mcal 0.0
148340 MasterFeed40 DM 100.0
148440 MasterFeed40 ADF 0.0
148540 MasterFeed40 NDF 0.0
148640 MasterFeed40 NFC 0.0
148740 MasterFeed40 Starch 0.0
148840 MasterFeed40 NEL 0.0
148940 MasterFeed40 CP 0.0
149040 MasterFeed40 UIP 0.0
149140 MasterFeed40 DIP 0.0
149240 MasterFeed40 Sol CP 0.0
149340 MasterFeed40 P 0.0
149440 MasterFeed40 Ca 0.0
149540 MasterFeed40 RFV 0.0
149640 MasterFeed40 S 0.0
149740 MasterFeed40 K 0.0
149840 MasterFeed40 Mg 0.0
149940 MasterFeed40 Fat 0.0
150040 MasterFeed40 Na 0.0
150140 MasterFeed40 Cl 0.0
150240 MasterFeed40 Zn 0.0
150340 MasterFeed40 Mn 0.0
150440 MasterFeed40 Cu 0.0
150540 MasterFeed40 Fe 0.0
150640 MasterFeed40 Vitamin A 0.0
150740 MasterFeed40 Vitamin D 0.0
150840 MasterFeed40 Vitamin E 0.0
150940 MasterFeed40 Se 0.0
151040 MasterFeed40 Co 0.0
151140 MasterFeed40 I 0.0
151240 MasterFeed40 FNDF 0.0
151340 MasterFeed40 UIP/CP 0.0
151440 MasterFeed40 Sol CP/CP 0.0
151540 MasterFeed40 Starch/NFC 0.0
151640 MasterFeed40 ARG 0.0
151740 MasterFeed40 HIS 0.0
151840 MasterFeed40 ILE 0.0
151940 MasterFeed40 LEU 0.0
152040 MasterFeed40 LYS 0.0
152140 MasterFeed40 MET 0.0
152240 MasterFeed40 CYS 0.0
152340 MasterFeed40 PHE 0.0
152440 MasterFeed40 THR 0.0
152540 MasterFeed40 TRP 0.0
152640 MasterFeed40 VAL 0.0
152740 MasterFeed40 AA#12 0.0
152840 MasterFeed40 AA#13 0.0
152940 MasterFeed40 % Forage 0.0
153040 MasterFeed40 Sugar % 0.0
153140 MasterFeed40 Rumensin 0.0
153240 MasterFeed40 Lignin 0.0
153340 MasterFeed40 DNDF 12 hours 0.0
153440 MasterFeed40 DNDF 30 hours 0.0
153540 MasterFeed40 Soluble fiber 0.0
153640 MasterFeed40 Rum Deg Starch 0.0
153740 MasterFeed40 Tot FA 0.0
153840 MasterFeed40 Unsat FA 0.0
153940 MasterFeed40 Mcal 0.0
154025 MasterFeed25 DM 100.0
154125 MasterFeed25 ADF 10.0
154225 MasterFeed25 NDF 14.0
154325 MasterFeed25 NFC 0.0
154425 MasterFeed25 Starch 0.0
154525 MasterFeed25 NEL 1.0
154625 MasterFeed25 CP 1.0
154725 MasterFeed25 UIP 1.0
154825 MasterFeed25 DIP 0.0
154925 MasterFeed25 Sol CP 0.0
155025 MasterFeed25 P 1.0
155125 MasterFeed25 Ca 1.0
155225 MasterFeed25 RFV 0.0
155325 MasterFeed25 S 1.0
155425 MasterFeed25 K 1.0
155525 MasterFeed25 Mg 1.0
155625 MasterFeed25 Fat 1.0
155725 MasterFeed25 Na 1.0
155825 MasterFeed25 Cl 1.0
155925 MasterFeed25 Zn 2.0
156025 MasterFeed25 Mn 2.0
156125 MasterFeed25 Cu 2.0
156225 MasterFeed25 Fe 2.0
156325 MasterFeed25 Vitamin A 2000.0
156425 MasterFeed25 Vitamin D 2000.0
156525 MasterFeed25 Vitamin E 20000.0
156625 MasterFeed25 Se 0.0
156725 MasterFeed25 Co 0.0
156825 MasterFeed25 I 0.0
156925 MasterFeed25 FNDF 14.0
157025 MasterFeed25 UIP/CP 100.0
157125 MasterFeed25 Sol CP/CP 0.0
157225 MasterFeed25 Starch/NFC 0.0
157325 MasterFeed25 ARG 0.0
157425 MasterFeed25 HIS 0.0
157525 MasterFeed25 ILE 0.0
157625 MasterFeed25 LEU 0.0
157725 MasterFeed25 LYS 0.0
157825 MasterFeed25 MET 0.0
157925 MasterFeed25 CYS 0.0
158025 MasterFeed25 PHE 0.0
158125 MasterFeed25 THR 0.0
158225 MasterFeed25 TRP 0.0
158325 MasterFeed25 VAL 0.0
158425 MasterFeed25 AA#12 0.0
158525 MasterFeed25 AA#13 0.0
158625 MasterFeed25 % Forage 0.0
158725 MasterFeed25 Sugar % 0.0
158825 MasterFeed25 Rumensin 0.0
158925 MasterFeed25 Lignin 0.0
159025 MasterFeed25 DNDF 12 hours 0.0
159125 MasterFeed25 DNDF 30 hours 0.0
159225 MasterFeed25 Soluble fiber 0.0
159325 MasterFeed25 Rum Deg Starch 0.0
159425 MasterFeed25 Tot FA 0.0
159525 MasterFeed25 Unsat FA 0.0
159625 MasterFeed25 Mcal 0.0
159726 MasterFeed26 DM 100.0
159826 MasterFeed26 ADF 0.0
159926 MasterFeed26 NDF 0.0
160026 MasterFeed26 NFC 0.0
160126 MasterFeed26 Starch 0.0
160226 MasterFeed26 NEL 0.0
160326 MasterFeed26 CP 0.0
160426 MasterFeed26 UIP 0.0
160526 MasterFeed26 DIP 0.0
160626 MasterFeed26 Sol CP 0.0
160726 MasterFeed26 P 0.0
160826 MasterFeed26 Ca 0.0
160926 MasterFeed26 RFV 0.0
161026 MasterFeed26 S 24.0
161126 MasterFeed26 K 1.0
161226 MasterFeed26 Mg 11.0
161326 MasterFeed26 Fat 1.0
161426 MasterFeed26 Na 1.0
161526 MasterFeed26 Cl 1.0
161626 MasterFeed26 Zn 2.0
161726 MasterFeed26 Mn 2.0
161826 MasterFeed26 Cu 2.0
161926 MasterFeed26 Fe 2.0
162026 MasterFeed26 Vitamin A 2000.0
162126 MasterFeed26 Vitamin D 2000.0
162226 MasterFeed26 Vitamin E 2.0
162326 MasterFeed26 Se 0.0
162426 MasterFeed26 Co 0.0
162526 MasterFeed26 I 3682.0
162626 MasterFeed26 FNDF 0.0
162726 MasterFeed26 UIP/CP 0.0
162826 MasterFeed26 Sol CP/CP 0.0
162926 MasterFeed26 Starch/NFC 0.0
163026 MasterFeed26 ARG 0.0
163126 MasterFeed26 HIS 0.0
163226 MasterFeed26 ILE 0.0
163326 MasterFeed26 LEU 0.0
163426 MasterFeed26 LYS 0.0
163526 MasterFeed26 MET 0.0
163626 MasterFeed26 CYS 0.0
163726 MasterFeed26 PHE 0.0
163826 MasterFeed26 THR 0.0
163926 MasterFeed26 TRP 0.0
164026 MasterFeed26 VAL 0.0
164126 MasterFeed26 AA#12 0.0
164226 MasterFeed26 AA#13 0.0
164326 MasterFeed26 % Forage 0.0
164426 MasterFeed26 Sugar % 0.0
164526 MasterFeed26 Rumensin 0.0
164626 MasterFeed26 Lignin 0.0
164726 MasterFeed26 DNDF 12 hours 0.0
164826 MasterFeed26 DNDF 30 hours 0.0
164926 MasterFeed26 Soluble fiber 0.0
165026 MasterFeed26 Rum Deg Starch 0.0
165126 MasterFeed26 Tot FA 0.0
165226 MasterFeed26 Unsat FA 0.0
165326 MasterFeed26 Mcal 0.0
165427 MasterFeed27 DM 100.0
165527 MasterFeed27 ADF 0.0
165627 MasterFeed27 NDF 0.0
165727 MasterFeed27 NFC 0.0
165827 MasterFeed27 Starch 0.0
165927 MasterFeed27 NEL 0.0
166027 MasterFeed27 CP 0.0
166127 MasterFeed27 UIP 0.0
166227 MasterFeed27 DIP 0.0
166327 MasterFeed27 Sol CP 0.0
166427 MasterFeed27 P 0.0
166527 MasterFeed27 Ca 0.0
166627 MasterFeed27 RFV 0.0
166727 MasterFeed27 S 0.0
166827 MasterFeed27 K 0.0
166927 MasterFeed27 Mg 0.0
167027 MasterFeed27 Fat 0.0
167127 MasterFeed27 Na 0.0
167227 MasterFeed27 Cl 0.0
167327 MasterFeed27 Zn 40000.0
167427 MasterFeed27 Mn 0.0
167527 MasterFeed27 Cu 0.0
167627 MasterFeed27 Fe 0.0
167727 MasterFeed27 Vitamin A 0.0
167827 MasterFeed27 Vitamin D 0.0
167927 MasterFeed27 Vitamin E 0.0
168027 MasterFeed27 Se 0.0
168127 MasterFeed27 Co 0.0
168227 MasterFeed27 I 0.0
168327 MasterFeed27 FNDF 0.0
168427 MasterFeed27 UIP/CP 0.0
168527 MasterFeed27 Sol CP/CP 0.0
168627 MasterFeed27 Starch/NFC 0.0
168727 MasterFeed27 ARG 0.0
168827 MasterFeed27 HIS 0.0
168927 MasterFeed27 ILE 0.0
169027 MasterFeed27 LEU 0.0
169127 MasterFeed27 LYS 0.0
169227 MasterFeed27 MET 0.0
169327 MasterFeed27 CYS 0.0
169427 MasterFeed27 PHE 0.0
169527 MasterFeed27 THR 0.0
169627 MasterFeed27 TRP 0.0
169727 MasterFeed27 VAL 0.0
169827 MasterFeed27 AA#12 0.0
169927 MasterFeed27 AA#13 0.0
170027 MasterFeed27 % Forage 0.0
170127 MasterFeed27 Sugar % 0.0
170227 MasterFeed27 Rumensin 0.0
170327 MasterFeed27 Lignin 0.0
170427 MasterFeed27 DNDF 12 hours 0.0
170527 MasterFeed27 DNDF 30 hours 0.0
170627 MasterFeed27 Soluble fiber 0.0
170727 MasterFeed27 Rum Deg Starch 0.0
170827 MasterFeed27 Tot FA 0.0
170927 MasterFeed27 Unsat FA 0.0
171027 MasterFeed27 Mcal 0.0
171128 MasterFeed28 DM 97.0
171228 MasterFeed28 ADF 0.0
171328 MasterFeed28 NDF 0.0
171428 MasterFeed28 NFC 0.0
171528 MasterFeed28 Starch 0.0
171628 MasterFeed28 NEL 0.0
171728 MasterFeed28 CP 0.0
171828 MasterFeed28 UIP 0.0
171928 MasterFeed28 DIP 0.0
172028 MasterFeed28 Sol CP 0.0
172128 MasterFeed28 P 0.0
172228 MasterFeed28 Ca 25.0
172328 MasterFeed28 RFV 0.0
172428 MasterFeed28 S 0.0
172528 MasterFeed28 K 0.0
172628 MasterFeed28 Mg 0.0
172728 MasterFeed28 Fat 0.0
172828 MasterFeed28 Na 0.0
172928 MasterFeed28 Cl 20.0
173028 MasterFeed28 Zn 0.0
173128 MasterFeed28 Mn 0.0
173228 MasterFeed28 Cu 0.0
173328 MasterFeed28 Fe 0.0
173428 MasterFeed28 Vitamin A 0.0
173528 MasterFeed28 Vitamin D 0.0
173628 MasterFeed28 Vitamin E 0.0
173728 MasterFeed28 Se 0.0
173828 MasterFeed28 Co 0.0
173928 MasterFeed28 I 6175.0
174028 MasterFeed28 FNDF 0.0
174128 MasterFeed28 UIP/CP 0.0
174228 MasterFeed28 Sol CP/CP 0.0
174328 MasterFeed28 Starch/NFC 0.0
174428 MasterFeed28 ARG 0.0
174528 MasterFeed28 HIS 0.0
174628 MasterFeed28 ILE 0.0
174728 MasterFeed28 LEU 0.0
174828 MasterFeed28 LYS 0.0
174928 MasterFeed28 MET 0.0
175028 MasterFeed28 CYS 0.0
175128 MasterFeed28 PHE 0.0
175228 MasterFeed28 THR 0.0
175328 MasterFeed28 TRP 0.0
175428 MasterFeed28 VAL 0.0
175528 MasterFeed28 AA#12 0.0
175628 MasterFeed28 AA#13 0.0
175728 MasterFeed28 % Forage 0.0
175828 MasterFeed28 Sugar % 0.0
175928 MasterFeed28 Rumensin 0.0
176028 MasterFeed28 Lignin 0.0
176128 MasterFeed28 DNDF 12 hours 0.0
176228 MasterFeed28 DNDF 30 hours 0.0
176328 MasterFeed28 Soluble fiber 0.0
176428 MasterFeed28 Rum Deg Starch 0.0
176528 MasterFeed28 Tot FA 0.0
176628 MasterFeed28 Unsat FA 0.0
176728 MasterFeed28 Mcal 0.0
176829 MasterFeed29 DM 98.0
176929 MasterFeed29 ADF 1.0
177029 MasterFeed29 NDF 2.0
177129 MasterFeed29 NFC 2.0
177229 MasterFeed29 Starch 0.0
177329 MasterFeed29 NEL 1.0
177429 MasterFeed29 CP 1.0
177529 MasterFeed29 UIP 1.0
177629 MasterFeed29 DIP 0.0
177729 MasterFeed29 Sol CP 0.0
177829 MasterFeed29 P 1.0
177929 MasterFeed29 Ca 1.0
178029 MasterFeed29 RFV 4099.0
178129 MasterFeed29 S 1.0
178229 MasterFeed29 K 1.0
178329 MasterFeed29 Mg 1.0
178429 MasterFeed29 Fat 1.0
178529 MasterFeed29 Na 1.0
178629 MasterFeed29 Cl 1.0
178729 MasterFeed29 Zn 2.0
178829 MasterFeed29 Mn 2.0
178929 MasterFeed29 Cu 2.0
179029 MasterFeed29 Fe 2.0
179129 MasterFeed29 Vitamin A 2000.0
179229 MasterFeed29 Vitamin D 2000.0
179329 MasterFeed29 Vitamin E 2.0
179429 MasterFeed29 Se 0.0
179529 MasterFeed29 Co 0.0
179629 MasterFeed29 I 0.0
179729 MasterFeed29 FNDF 2.0
179829 MasterFeed29 UIP/CP 100.0
179929 MasterFeed29 Sol CP/CP 0.0
180029 MasterFeed29 Starch/NFC 0.0
180129 MasterFeed29 ARG 0.0
180229 MasterFeed29 HIS 0.0
180329 MasterFeed29 ILE 0.0
180429 MasterFeed29 LEU 0.0
180529 MasterFeed29 LYS 0.0
180629 MasterFeed29 MET 0.0
180729 MasterFeed29 CYS 0.0
180829 MasterFeed29 PHE 0.0
180929 MasterFeed29 THR 0.0
181029 MasterFeed29 TRP 0.0
181129 MasterFeed29 VAL 0.0
181229 MasterFeed29 AA#12 0.0
181329 MasterFeed29 AA#13 0.0
181429 MasterFeed29 % Forage 0.0
181529 MasterFeed29 Sugar % 0.0
181629 MasterFeed29 Rumensin 0.0
181729 MasterFeed29 Lignin 0.0
181829 MasterFeed29 DNDF 12 hours 0.0
181929 MasterFeed29 DNDF 30 hours 0.0
182029 MasterFeed29 Soluble fiber 0.0
182129 MasterFeed29 Rum Deg Starch 0.0
182229 MasterFeed29 Tot FA 0.0
182329 MasterFeed29 Unsat FA 0.0
182429 MasterFeed29 Mcal 0.0
182541 MasterFeed41 DM 99.0
182641 MasterFeed41 ADF 0.0
182741 MasterFeed41 NDF 0.0
182841 MasterFeed41 NFC 0.0
182941 MasterFeed41 Starch 0.0
183041 MasterFeed41 NEL 0.0
183141 MasterFeed41 CP 270.0
183241 MasterFeed41 UIP 2.7
183341 MasterFeed41 DIP 267.3
183441 MasterFeed41 Sol CP 0.0
183541 MasterFeed41 P 0.0
183641 MasterFeed41 Ca 0.0
183741 MasterFeed41 RFV 0.0
183841 MasterFeed41 S 0.0
183941 MasterFeed41 K 0.0
184041 MasterFeed41 Mg 0.0
184141 MasterFeed41 Fat 0.0
184241 MasterFeed41 Na 0.0
184341 MasterFeed41 Cl 0.0
184441 MasterFeed41 Zn 0.0
184541 MasterFeed41 Mn 0.0
184641 MasterFeed41 Cu 0.0
184741 MasterFeed41 Fe 0.0
184841 MasterFeed41 Vitamin A 0.0
184941 MasterFeed41 Vitamin D 0.0
185041 MasterFeed41 Vitamin E 0.0
185141 MasterFeed41 Se 0.0
185241 MasterFeed41 Co 0.0
185341 MasterFeed41 I 0.0
185441 MasterFeed41 FNDF 0.0
185541 MasterFeed41 UIP/CP 1.0
185641 MasterFeed41 Sol CP/CP 0.0
185741 MasterFeed41 Starch/NFC 0.0
185841 MasterFeed41 ARG 0.0
185941 MasterFeed41 HIS 0.0
186041 MasterFeed41 ILE 0.0
186141 MasterFeed41 LEU 0.0
186241 MasterFeed41 LYS 0.0
186341 MasterFeed41 MET 0.0
186441 MasterFeed41 CYS 0.0
186541 MasterFeed41 PHE 0.0
186641 MasterFeed41 THR 0.0
186741 MasterFeed41 TRP 0.0
186841 MasterFeed41 VAL 0.0
186941 MasterFeed41 AA#12 0.0
187041 MasterFeed41 AA#13 0.0
187141 MasterFeed41 % Forage 0.0
187241 MasterFeed41 Sugar % 0.0
187341 MasterFeed41 Rumensin 0.0
187441 MasterFeed41 Lignin 0.0
187541 MasterFeed41 DNDF 12 hours 0.0
187641 MasterFeed41 DNDF 30 hours 0.0
187741 MasterFeed41 Soluble fiber 0.0
187841 MasterFeed41 Rum Deg Starch 0.0
187941 MasterFeed41 Tot FA 0.0
188041 MasterFeed41 Unsat FA 0.0
188141 MasterFeed41 Mcal 0.0
188230 MasterFeed30 DM 25.0
188330 MasterFeed30 ADF 0.0
188430 MasterFeed30 NDF 0.0
188530 MasterFeed30 NFC 70.0
188630 MasterFeed30 Starch 0.0
188730 MasterFeed30 NEL 85.0
188830 MasterFeed30 CP 14.0
188930 MasterFeed30 UIP 5.46
189030 MasterFeed30 DIP 8.54
189130 MasterFeed30 Sol CP 0.0
189230 MasterFeed30 P 1.0
189330 MasterFeed30 Ca 1.0
189430 MasterFeed30 RFV 0.0
189530 MasterFeed30 S 0.2
189630 MasterFeed30 K 3.91
189730 MasterFeed30 Mg 0.2
189830 MasterFeed30 Fat 1.0
189930 MasterFeed30 Na 2.0
190030 MasterFeed30 Cl 5.0
190130 MasterFeed30 Zn 2.0
190230 MasterFeed30 Mn 2.0
190330 MasterFeed30 Cu 2.0
190430 MasterFeed30 Fe 2.0
190530 MasterFeed30 Vitamin A 2000.0
190630 MasterFeed30 Vitamin D 2000.0
190730 MasterFeed30 Vitamin E 2.0
190830 MasterFeed30 Se 0.0
190930 MasterFeed30 Co 0.0
191030 MasterFeed30 I 0.0
191130 MasterFeed30 FNDF 0.0
191230 MasterFeed30 UIP/CP 39.0
191330 MasterFeed30 Sol CP/CP 0.0
191430 MasterFeed30 Starch/NFC 0.0
191530 MasterFeed30 ARG 0.0
191630 MasterFeed30 HIS 0.0
191730 MasterFeed30 ILE 0.0
191830 MasterFeed30 LEU 0.0
191930 MasterFeed30 LYS 0.0
192030 MasterFeed30 MET 0.0
192130 MasterFeed30 CYS 0.0
192230 MasterFeed30 PHE 0.0
192330 MasterFeed30 THR 0.0
192430 MasterFeed30 TRP 0.0
192530 MasterFeed30 VAL 0.0
192630 MasterFeed30 AA#12 0.0
192730 MasterFeed30 AA#13 0.0
192830 MasterFeed30 % Forage 0.0
192930 MasterFeed30 Sugar % 0.0
193030 MasterFeed30 Rumensin 0.0
193130 MasterFeed30 Lignin 0.0
193230 MasterFeed30 DNDF 12 hours 0.0
193330 MasterFeed30 DNDF 30 hours 0.0
193430 MasterFeed30 Soluble fiber 0.0
193530 MasterFeed30 Rum Deg Starch 0.0
193630 MasterFeed30 Tot FA 0.0
193730 MasterFeed30 Unsat FA 0.0
193830 MasterFeed30 Mcal 0.0
193931 MasterFeed31 DM 85.0
194031 MasterFeed31 ADF 35.0
194131 MasterFeed31 NDF 50.0
194231 MasterFeed31 NFC 13.0
194331 MasterFeed31 Starch 0.0
194431 MasterFeed31 NEL 55.0
194531 MasterFeed31 CP 20.0
194631 MasterFeed31 UIP 3.6
194731 MasterFeed31 DIP 16.4
194831 MasterFeed31 Sol CP 0.0
194931 MasterFeed31 P 0.4
195031 MasterFeed31 Ca 0.75
195131 MasterFeed31 RFV 115.0
195231 MasterFeed31 S 0.24
195331 MasterFeed31 K 2.0
195431 MasterFeed31 Mg 0.2
195531 MasterFeed31 Fat 1.0
195631 MasterFeed31 Na 0.02
195731 MasterFeed31 Cl 0.05
195831 MasterFeed31 Zn 62.0
195931 MasterFeed31 Mn 39.0
196031 MasterFeed31 Cu 20.0
196131 MasterFeed31 Fe 91.0
196231 MasterFeed31 Vitamin A 0.0
196331 MasterFeed31 Vitamin D 0.0
196431 MasterFeed31 Vitamin E 37.0
196531 MasterFeed31 Se 4.0
196631 MasterFeed31 Co 0.0
196731 MasterFeed31 I 0.0
196831 MasterFeed31 FNDF 50.0
196931 MasterFeed31 UIP/CP 18.0
197031 MasterFeed31 Sol CP/CP 0.0
197131 MasterFeed31 Starch/NFC 0.0
197231 MasterFeed31 ARG 0.0
197331 MasterFeed31 HIS 0.0
197431 MasterFeed31 ILE 0.0
197531 MasterFeed31 LEU 0.0
197631 MasterFeed31 LYS 0.0
197731 MasterFeed31 MET 0.0
197831 MasterFeed31 CYS 0.0
197931 MasterFeed31 PHE 0.0
198031 MasterFeed31 THR 0.0
198131 MasterFeed31 TRP 0.0
198231 MasterFeed31 VAL 0.0
198331 MasterFeed31 AA#12 0.0
198431 MasterFeed31 AA#13 0.0
198531 MasterFeed31 % Forage 0.0
198631 MasterFeed31 Sugar % 0.0
198731 MasterFeed31 Rumensin 0.0
198831 MasterFeed31 Lignin 0.0
198931 MasterFeed31 DNDF 12 hours 0.0
199031 MasterFeed31 DNDF 30 hours 0.0
199131 MasterFeed31 Soluble fiber 0.0
199231 MasterFeed31 Rum Deg Starch 0.0
199331 MasterFeed31 Tot FA 0.0
199431 MasterFeed31 Unsat FA 0.0
199531 MasterFeed31 Mcal 0.0
199642 MasterFeed42 DM 90.0
199742 MasterFeed42 ADF 17.0
199842 MasterFeed42 NDF 6.0
199942 MasterFeed42 NFC 31.0
200042 MasterFeed42 Starch 0.0
200142 MasterFeed42 NEL 79.0
200242 MasterFeed42 CP 42.0
200342 MasterFeed42 UIP 14.8
200442 MasterFeed42 DIP 27.2
200542 MasterFeed42 Sol CP 0.0
200642 MasterFeed42 P 1.12
200742 MasterFeed42 Ca 0.71
200842 MasterFeed42 RFV 1173.0
200942 MasterFeed42 S 0.95
201042 MasterFeed42 K 1.37
201142 MasterFeed42 Mg 0.57
201242 MasterFeed42 Fat 3.9
201342 MasterFeed42 Na 1.0
201442 MasterFeed42 Cl 1.0
201542 MasterFeed42 Zn 2.0
201642 MasterFeed42 Mn 2.0
201742 MasterFeed42 Cu 2.0
201842 MasterFeed42 Fe 2.0
201942 MasterFeed42 Vitamin A 2000.0
202042 MasterFeed42 Vitamin D 2000.0
202142 MasterFeed42 Vitamin E 2.0
202242 MasterFeed42 Se 0.0
202342 MasterFeed42 Co 0.0
202442 MasterFeed42 I 0.0
202542 MasterFeed42 FNDF 6.0
202642 MasterFeed42 UIP/CP 35.238095
202742 MasterFeed42 Sol CP/CP 0.0
202842 MasterFeed42 Starch/NFC 0.0
202942 MasterFeed42 ARG 0.0
203042 MasterFeed42 HIS 0.0
203142 MasterFeed42 ILE 0.0
203242 MasterFeed42 LEU 0.0
203342 MasterFeed42 LYS 0.0
203442 MasterFeed42 MET 0.0
203542 MasterFeed42 CYS 0.0
203642 MasterFeed42 PHE 0.0
203742 MasterFeed42 THR 0.0
203842 MasterFeed42 TRP 0.0
203942 MasterFeed42 VAL 0.0
204042 MasterFeed42 AA#12 0.0
204142 MasterFeed42 AA#13 0.0
204242 MasterFeed42 % Forage 0.0
204342 MasterFeed42 Sugar % 0.0
204442 MasterFeed42 Rumensin 0.0
204542 MasterFeed42 Lignin 0.0
204642 MasterFeed42 DNDF 12 hours 0.0
204742 MasterFeed42 DNDF 30 hours 0.0
204842 MasterFeed42 Soluble fiber 0.0
204942 MasterFeed42 Rum Deg Starch 0.0
205042 MasterFeed42 Tot FA 0.0
205142 MasterFeed42 Unsat FA 0.0
205242 MasterFeed42 Mcal 0.0
205332 MasterFeed32 DM 90.0
205432 MasterFeed32 ADF 18.0
205532 MasterFeed32 NDF 33.0
205632 MasterFeed32 NFC 38.0
205732 MasterFeed32 Starch 0.0
205832 MasterFeed32 NEL 80.0
205932 MasterFeed32 CP 16.0
206032 MasterFeed32 UIP 5.6
206132 MasterFeed32 DIP 10.4
206232 MasterFeed32 Sol CP 0.0
206332 MasterFeed32 P 1.5
206432 MasterFeed32 Ca 0.08
206532 MasterFeed32 RFV 211.0
206632 MasterFeed32 S 0.2
206732 MasterFeed32 K 1.9
206832 MasterFeed32 Mg 1.0
206932 MasterFeed32 Fat 20.0
207032 MasterFeed32 Na 0.04
207132 MasterFeed32 Cl 0.08
207232 MasterFeed32 Zn 32.0
207332 MasterFeed32 Mn 415.0
207432 MasterFeed32 Cu 15.0
207532 MasterFeed32 Fe 210.0
207632 MasterFeed32 Vitamin A 2000.0
207732 MasterFeed32 Vitamin D 2000.0
207832 MasterFeed32 Vitamin E 30.0
207932 MasterFeed32 Se 0.0
208032 MasterFeed32 Co 0.0
208132 MasterFeed32 I 0.0
208232 MasterFeed32 FNDF 33.0
208332 MasterFeed32 UIP/CP 35.0
208432 MasterFeed32 Sol CP/CP 0.0
208532 MasterFeed32 Starch/NFC 0.0
208632 MasterFeed32 ARG 0.0
208732 MasterFeed32 HIS 0.0
208832 MasterFeed32 ILE 0.0
208932 MasterFeed32 LEU 0.0
209032 MasterFeed32 LYS 0.0
209132 MasterFeed32 MET 0.0
209232 MasterFeed32 CYS 0.0
209332 MasterFeed32 PHE 0.0
209432 MasterFeed32 THR 0.0
209532 MasterFeed32 TRP 0.0
209632 MasterFeed32 VAL 0.0
209732 MasterFeed32 AA#12 0.0
209832 MasterFeed32 AA#13 0.0
209932 MasterFeed32 % Forage 0.0
210032 MasterFeed32 Sugar % 0.0
210132 MasterFeed32 Rumensin 0.0
210232 MasterFeed32 Lignin 0.0
210332 MasterFeed32 DNDF 12 hours 0.0
210432 MasterFeed32 DNDF 30 hours 0.0
210532 MasterFeed32 Soluble fiber 0.0
210632 MasterFeed32 Rum Deg Starch 0.0
210732 MasterFeed32 Tot FA 0.0
210832 MasterFeed32 Unsat FA 0.0
210932 MasterFeed32 Mcal 0.0
211033 MasterFeed33 DM 90.0
211133 MasterFeed33 ADF 26.0
211233 MasterFeed33 NDF 35.0
211333 MasterFeed33 NFC 10.0
211433 MasterFeed33 Starch 0.0
211533 MasterFeed33 NEL 101.0
211633 MasterFeed33 CP 24.0
211733 MasterFeed33 UIP 9.45
211833 MasterFeed33 DIP 14.55
211933 MasterFeed33 Sol CP 0.0
212033 MasterFeed33 P 0.64
212133 MasterFeed33 Ca 0.21
212233 MasterFeed33 RFV 182.0
212333 MasterFeed33 S 0.26
212433 MasterFeed33 K 1.0
212533 MasterFeed33 Mg 0.46
212633 MasterFeed33 Fat 21.0
212733 MasterFeed33 Na 0.01
212833 MasterFeed33 Cl 0.05
212933 MasterFeed33 Zn 33.0
213033 MasterFeed33 Mn 19.0
213133 MasterFeed33 Cu 9.0
213233 MasterFeed33 Fe 151.0
213333 MasterFeed33 Vitamin A 0.0
213433 MasterFeed33 Vitamin D 0.0
213533 MasterFeed33 Vitamin E 0.0
213633 MasterFeed33 Se 0.0
213733 MasterFeed33 Co 0.0
213833 MasterFeed33 I 0.0
213933 MasterFeed33 FNDF 35.0
214033 MasterFeed33 UIP/CP 39.375
214133 MasterFeed33 Sol CP/CP 0.0
214233 MasterFeed33 Starch/NFC 0.0
214333 MasterFeed33 ARG 0.0
214433 MasterFeed33 HIS 0.0
214533 MasterFeed33 ILE 0.0
214633 MasterFeed33 LEU 0.0
214733 MasterFeed33 LYS 0.0
214833 MasterFeed33 MET 0.0
214933 MasterFeed33 CYS 0.0
215033 MasterFeed33 PHE 0.0
215133 MasterFeed33 THR 0.0
215233 MasterFeed33 TRP 0.0
215333 MasterFeed33 VAL 0.0
215433 MasterFeed33 AA#12 0.0
215533 MasterFeed33 AA#13 0.0
215633 MasterFeed33 % Forage 0.0
215733 MasterFeed33 Sugar % 0.0
215833 MasterFeed33 Rumensin 0.0
215933 MasterFeed33 Lignin 0.0
216033 MasterFeed33 DNDF 12 hours 0.0
216133 MasterFeed33 DNDF 30 hours 0.0
216233 MasterFeed33 Soluble fiber 0.0
216333 MasterFeed33 Rum Deg Starch 0.0
216433 MasterFeed33 Tot FA 0.0
216533 MasterFeed33 Unsat FA 0.0
216633 MasterFeed33 Mcal 0.0
216743 MasterFeed43 DM 90.0
216843 MasterFeed43 ADF 30.0
216943 MasterFeed43 NDF 50.0
217043 MasterFeed43 NFC 10.0
217143 MasterFeed43 Starch 0.0
217243 MasterFeed43 NEL 40.0
217343 MasterFeed43 CP 3.0
217443 MasterFeed43 UIP 1.0
217543 MasterFeed43 DIP 2.0
217643 MasterFeed43 Sol CP 0.0
217743 MasterFeed43 P 0.15
217843 MasterFeed43 Ca 0.15
217943 MasterFeed43 RFV 122.0
218043 MasterFeed43 S 0.1
218143 MasterFeed43 K 0.1
218243 MasterFeed43 Mg 0.1
218343 MasterFeed43 Fat 0.1
218443 MasterFeed43 Na 0.1
218543 MasterFeed43 Cl 0.1
218643 MasterFeed43 Zn 2.0
218743 MasterFeed43 Mn 2.0
218843 MasterFeed43 Cu 2.0
218943 MasterFeed43 Fe 2.0
219043 MasterFeed43 Vitamin A 2000.0
219143 MasterFeed43 Vitamin D 2000.0
219243 MasterFeed43 Vitamin E 2.0
219343 MasterFeed43 Se 0.0
219443 MasterFeed43 Co 0.0
219543 MasterFeed43 I 0.0
219643 MasterFeed43 FNDF 50.0
219743 MasterFeed43 UIP/CP 33.333333
219843 MasterFeed43 Sol CP/CP 0.0
219943 MasterFeed43 Starch/NFC 0.0
220043 MasterFeed43 ARG 0.0
220143 MasterFeed43 HIS 0.0
220243 MasterFeed43 ILE 0.0
220343 MasterFeed43 LEU 0.0
220443 MasterFeed43 LYS 0.0
220543 MasterFeed43 MET 0.0
220643 MasterFeed43 CYS 0.0
220743 MasterFeed43 PHE 0.0
220843 MasterFeed43 THR 0.0
220943 MasterFeed43 TRP 0.0
221043 MasterFeed43 VAL 0.0
221143 MasterFeed43 AA#12 0.0
221243 MasterFeed43 AA#13 0.0
221343 MasterFeed43 % Forage 0.0
221443 MasterFeed43 Sugar % 0.0
221543 MasterFeed43 Rumensin 0.0
221643 MasterFeed43 Lignin 0.0
221743 MasterFeed43 DNDF 12 hours 0.0
221843 MasterFeed43 DNDF 30 hours 0.0
221943 MasterFeed43 Soluble fiber 0.0
222043 MasterFeed43 Rum Deg Starch 0.0
222143 MasterFeed43 Tot FA 0.0
222243 MasterFeed43 Unsat FA 0.0
222343 MasterFeed43 Mcal 0.0
222434 MasterFeed34 DM 90.0
222534 MasterFeed34 ADF 48.0
222634 MasterFeed34 NDF 68.0
222734 MasterFeed34 NFC 21.0
222834 MasterFeed34 Starch 0.0
222934 MasterFeed34 NEL 55.0
223034 MasterFeed34 CP 9.0
223134 MasterFeed34 UIP 1.8
223234 MasterFeed34 DIP 7.2
223334 MasterFeed34 Sol CP 0.0
223434 MasterFeed34 P 0.12
223534 MasterFeed34 Ca 0.65
223634 MasterFeed34 RFV 70.0
223734 MasterFeed34 S 0.1
223834 MasterFeed34 K 1.0
223934 MasterFeed34 Mg 0.1
224034 MasterFeed34 Fat 0.1
224134 MasterFeed34 Na 0.1
224234 MasterFeed34 Cl 0.1
224334 MasterFeed34 Zn 2.0
224434 MasterFeed34 Mn 2.0
224534 MasterFeed34 Cu 2.0
224634 MasterFeed34 Fe 2.0
224734 MasterFeed34 Vitamin A 2000.0
224834 MasterFeed34 Vitamin D 2000.0
224934 MasterFeed34 Vitamin E 2.0
225034 MasterFeed34 Se 0.0
225134 MasterFeed34 Co 0.0
225234 MasterFeed34 I 0.0
225334 MasterFeed34 FNDF 68.0
225434 MasterFeed34 UIP/CP 20.0
225534 MasterFeed34 Sol CP/CP 0.0
225634 MasterFeed34 Starch/NFC 0.0
225734 MasterFeed34 ARG 0.0
225834 MasterFeed34 HIS 0.0
225934 MasterFeed34 ILE 0.0
226034 MasterFeed34 LEU 0.0
226134 MasterFeed34 LYS 0.0
226234 MasterFeed34 MET 0.0
226334 MasterFeed34 CYS 0.0
226434 MasterFeed34 PHE 0.0
226534 MasterFeed34 THR 0.0
226634 MasterFeed34 TRP 0.0
226734 MasterFeed34 VAL 0.0
226834 MasterFeed34 AA#12 0.0
226934 MasterFeed34 AA#13 0.0
227034 MasterFeed34 % Forage 0.0
227134 MasterFeed34 Sugar % 0.0
227234 MasterFeed34 Rumensin 0.0
227334 MasterFeed34 Lignin 0.0
227434 MasterFeed34 DNDF 12 hours 0.0
227534 MasterFeed34 DNDF 30 hours 0.0
227634 MasterFeed34 Soluble fiber 0.0
227734 MasterFeed34 Rum Deg Starch 0.0
227834 MasterFeed34 Tot FA 0.0
227934 MasterFeed34 Unsat FA 0.0
228034 MasterFeed34 Mcal 0.0
228135 MasterFeed35 DM 52.0
228235 MasterFeed35 ADF 38.0
228335 MasterFeed35 NDF 55.0
228435 MasterFeed35 NFC 20.0
228535 MasterFeed35 Starch 0.0
228635 MasterFeed35 NEL 65.0
228735 MasterFeed35 CP 10.2
228835 MasterFeed35 UIP 3.06
228935 MasterFeed35 DIP 7.14
229035 MasterFeed35 Sol CP 0.0
229135 MasterFeed35 P 0.21
229235 MasterFeed35 Ca 0.47
229335 MasterFeed35 RFV 100.0
229435 MasterFeed35 S 0.09
229535 MasterFeed35 K 1.03
229635 MasterFeed35 Mg 0.09
229735 MasterFeed35 Fat 8.0
229835 MasterFeed35 Na 0.02
229935 MasterFeed35 Cl 0.08
230035 MasterFeed35 Zn 2.0
230135 MasterFeed35 Mn 2.0
230235 MasterFeed35 Cu 2.0
230335 MasterFeed35 Fe 2.0
230435 MasterFeed35 Vitamin A 0.0
230535 MasterFeed35 Vitamin D 0.0
230635 MasterFeed35 Vitamin E 0.0
230735 MasterFeed35 Se 0.0
230835 MasterFeed35 Co 0.0
230935 MasterFeed35 I 0.0
231035 MasterFeed35 FNDF 55.0
231135 MasterFeed35 UIP/CP 30.0
231235 MasterFeed35 Sol CP/CP 0.0
231335 MasterFeed35 Starch/NFC 0.0
231435 MasterFeed35 ARG 0.0
231535 MasterFeed35 HIS 0.0
231635 MasterFeed35 ILE 0.0
231735 MasterFeed35 LEU 0.0
231835 MasterFeed35 LYS 0.0
231935 MasterFeed35 MET 0.0
232035 MasterFeed35 CYS 0.0
232135 MasterFeed35 PHE 0.0
232235 MasterFeed35 THR 0.0
232335 MasterFeed35 TRP 0.0
232435 MasterFeed35 VAL 0.0
232535 MasterFeed35 AA#12 0.0
232635 MasterFeed35 AA#13 0.0
232735 MasterFeed35 % Forage 0.0
232835 MasterFeed35 Sugar % 0.0
232935 MasterFeed35 Rumensin 0.0
233035 MasterFeed35 Lignin 0.0
233135 MasterFeed35 DNDF 12 hours 0.0
233235 MasterFeed35 DNDF 30 hours 0.0
233335 MasterFeed35 Soluble fiber 0.0
233435 MasterFeed35 Rum Deg Starch 0.0
233535 MasterFeed35 Tot FA 0.0
233635 MasterFeed35 Unsat FA 0.0
233735 MasterFeed35 Mcal 0.0
233836 MasterFeed36 DM 0.01
233936 MasterFeed36 ADF 0.01
234036 MasterFeed36 NDF 0.01
234136 MasterFeed36 NFC 0.01
234236 MasterFeed36 Starch 0.0
234336 MasterFeed36 NEL 0.01
234436 MasterFeed36 CP 0.01
234536 MasterFeed36 UIP 0.0
234636 MasterFeed36 DIP 0.01
234736 MasterFeed36 Sol CP 1e-06
234836 MasterFeed36 P 0.01
234936 MasterFeed36 Ca 0.01
235036 MasterFeed36 RFV 826904.0
235136 MasterFeed36 S 0.01
235236 MasterFeed36 K 0.01
235336 MasterFeed36 Mg 0.01
235436 MasterFeed36 Fat 0.01
235536 MasterFeed36 Na 0.01
235636 MasterFeed36 Cl 0.01
235736 MasterFeed36 Zn 2.0
235836 MasterFeed36 Mn 2.0
235936 MasterFeed36 Cu 2.0
236036 MasterFeed36 Fe 2.0
236136 MasterFeed36 Vitamin A 2000.0
236236 MasterFeed36 Vitamin D 2000.0
236336 MasterFeed36 Vitamin E 2.0
236436 MasterFeed36 Se 0.0
236536 MasterFeed36 Co 0.0
236636 MasterFeed36 I 0.0
236736 MasterFeed36 FNDF 0.01
236836 MasterFeed36 UIP/CP 0.0
236936 MasterFeed36 Sol CP/CP 0.01
237036 MasterFeed36 Starch/NFC 0.0
237136 MasterFeed36 ARG 0.0
237236 MasterFeed36 HIS 0.0
237336 MasterFeed36 ILE 0.0
237436 MasterFeed36 LEU 0.0
237536 MasterFeed36 LYS 0.0
237636 MasterFeed36 MET 0.0
237736 MasterFeed36 CYS 0.0
237836 MasterFeed36 PHE 0.0
237936 MasterFeed36 THR 0.0
238036 MasterFeed36 TRP 0.0
238136 MasterFeed36 VAL 0.0
238236 MasterFeed36 AA#12 0.0
238336 MasterFeed36 AA#13 0.0
238436 MasterFeed36 % Forage 0.0
238536 MasterFeed36 Sugar % 0.0
238636 MasterFeed36 Rumensin 0.0
238736 MasterFeed36 Lignin 0.0
238836 MasterFeed36 DNDF 12 hours 0.0
238936 MasterFeed36 DNDF 30 hours 0.0
239036 MasterFeed36 Soluble fiber 0.0
239136 MasterFeed36 Rum Deg Starch 0.0
239236 MasterFeed36 Tot FA 0.0
239336 MasterFeed36 Unsat FA 0.0
239436 MasterFeed36 Mcal 0.0
239537 MasterFeed37 DM 16.0
239637 MasterFeed37 ADF 30.0
239737 MasterFeed37 NDF 40.0
239837 MasterFeed37 NFC 35.0
239937 MasterFeed37 Starch 0.0
240037 MasterFeed37 NEL 70.0
240137 MasterFeed37 CP 7.6
240237 MasterFeed37 UIP 2.66
240337 MasterFeed37 DIP 4.94
240437 MasterFeed37 Sol CP 0.0
240537 MasterFeed37 P 0.15
240637 MasterFeed37 Ca 2.0
240737 MasterFeed37 RFV 152.0
240837 MasterFeed37 S 0.02
240937 MasterFeed37 K 0.62
241037 MasterFeed37 Mg 0.16
241137 MasterFeed37 Fat 1.0
241237 MasterFeed37 Na 0.09
241337 MasterFeed37 Cl 0.06
241437 MasterFeed37 Zn 16.0
241537 MasterFeed37 Mn 7.0
241637 MasterFeed37 Cu 4.0
241737 MasterFeed37 Fe 160.0
241837 MasterFeed37 Vitamin A 2000.0
241937 MasterFeed37 Vitamin D 2000.0
242037 MasterFeed37 Vitamin E 2.0
242137 MasterFeed37 Se 0.0
242237 MasterFeed37 Co 0.0
242337 MasterFeed37 I 0.0
242437 MasterFeed37 FNDF 40.0
242537 MasterFeed37 UIP/CP 35.0
242637 MasterFeed37 Sol CP/CP 0.0
242737 MasterFeed37 Starch/NFC 0.0
242837 MasterFeed37 ARG 0.0
242937 MasterFeed37 HIS 0.0
243037 MasterFeed37 ILE 0.0
243137 MasterFeed37 LEU 0.0
243237 MasterFeed37 LYS 0.0
243337 MasterFeed37 MET 0.0
243437 MasterFeed37 CYS 0.0
243537 MasterFeed37 PHE 0.0
243637 MasterFeed37 THR 0.0
243737 MasterFeed37 TRP 0.0
243837 MasterFeed37 VAL 0.0
243937 MasterFeed37 AA#12 0.0
244037 MasterFeed37 AA#13 0.0
244137 MasterFeed37 % Forage 0.0
244237 MasterFeed37 Sugar % 0.0
244337 MasterFeed37 Rumensin 0.0
244437 MasterFeed37 Lignin 0.0
244537 MasterFeed37 DNDF 12 hours 0.0
244637 MasterFeed37 DNDF 30 hours 0.0
244737 MasterFeed37 Soluble fiber 0.0
244837 MasterFeed37 Rum Deg Starch 0.0
244937 MasterFeed37 Tot FA 0.0
245037 MasterFeed37 Unsat FA 0.0
245137 MasterFeed37 Mcal 0.0
24521 LACT HAY DM 90.0
24531 LACT HAY ADF 32.0
24541 LACT HAY NDF 39.0
24551 LACT HAY NFC 21.5
24561 LACT HAY Starch 0.0
24571 LACT HAY NEL 64.0
24581 LACT HAY CP 22.5
24591 LACT HAY UIP 5.625
24601 LACT HAY DIP 16.875
24611 LACT HAY Sol CP 0.0
24621 LACT HAY P 0.27
24631 LACT HAY Ca 1.5
24641 LACT HAY RFV 153.0
24651 LACT HAY S 0.3
24661 LACT HAY K 2.5
24671 LACT HAY Mg 0.3
24681 LACT HAY Fat 3.6
24691 LACT HAY Na 0.15
24701 LACT HAY Cl 0.09
24711 LACT HAY Zn 27.0
24721 LACT HAY Mn 34.0
24731 LACT HAY Cu 9.0
24741 LACT HAY Fe 227.0
24751 LACT HAY Vitamin A 81000.0
24761 LACT HAY Vitamin D 2000.0
24771 LACT HAY Vitamin E 24.0
24781 LACT HAY Se 0.0
24791 LACT HAY Co 0.0
24801 LACT HAY I 0.0
24811 LACT HAY FNDF 39.0
24821 LACT HAY UIP/CP 25.0
24831 LACT HAY Sol CP/CP 0.0
24841 LACT HAY Starch/NFC 0.0
24851 LACT HAY ARG 0.0
24861 LACT HAY HIS 0.0
24871 LACT HAY ILE 0.0
24881 LACT HAY LEU 0.0
24891 LACT HAY LYS 0.0
24901 LACT HAY MET 0.0
24911 LACT HAY CYS 0.0
24921 LACT HAY PHE 0.0
24931 LACT HAY THR 0.0
24941 LACT HAY TRP 0.0
24951 LACT HAY VAL 0.0
24961 LACT HAY AA#12 0.0
24971 LACT HAY AA#13 0.0
24981 LACT HAY % Forage 0.0
24991 LACT HAY Sugar % 0.0
25001 LACT HAY Rumensin 0.0
25011 LACT HAY Lignin 0.0
25021 LACT HAY DNDF 12 hours 0.0
25031 LACT HAY DNDF 30 hours 0.0
25041 LACT HAY Soluble fiber 0.0
25051 LACT HAY Rum Deg Starch 0.0
25061 LACT HAY Tot FA 0.0
25071 LACT HAY Unsat FA 0.0
25081 LACT HAY Mcal 0.0
25092 Oat Hay DM 90.0
25102 Oat Hay ADF 38.0
25112 Oat Hay NDF 50.0
25122 Oat Hay NFC 16.0
25132 Oat Hay Starch 0.0
25142 Oat Hay NEL 58.0
25152 Oat Hay CP 11.0
25162 Oat Hay UIP 3.3
25172 Oat Hay DIP 7.7
25182 Oat Hay Sol CP 0.0
25192 Oat Hay P 0.2
25202 Oat Hay Ca 0.45
25212 Oat Hay RFV 110.0
25222 Oat Hay S 0.3
25232 Oat Hay K 1.5
25242 Oat Hay Mg 0.1
25252 Oat Hay Fat 1.0
25262 Oat Hay Na 0.2
25272 Oat Hay Cl 0.1
25282 Oat Hay Zn 2.0
25292 Oat Hay Mn 2.0
25302 Oat Hay Cu 2.0
25312 Oat Hay Fe 2.0
25322 Oat Hay Vitamin A 2000.0
25332 Oat Hay Vitamin D 2000.0
25342 Oat Hay Vitamin E 2.0
25352 Oat Hay Se 0.0
25362 Oat Hay Co 0.0
25372 Oat Hay I 0.0
25382 Oat Hay FNDF 50.0
25392 Oat Hay UIP/CP 30.0
25402 Oat Hay Sol CP/CP 0.0
25412 Oat Hay Starch/NFC 0.0
25422 Oat Hay ARG 0.0
25432 Oat Hay HIS 0.0
25442 Oat Hay ILE 0.0
25452 Oat Hay LEU 0.0
25462 Oat Hay LYS 0.0
25472 Oat Hay MET 0.0
25482 Oat Hay CYS 0.0
25492 Oat Hay PHE 0.0
25502 Oat Hay THR 0.0
25512 Oat Hay TRP 0.0
25522 Oat Hay VAL 0.0
25532 Oat Hay AA#12 0.0
25542 Oat Hay AA#13 0.0
25552 Oat Hay % Forage 0.0
25562 Oat Hay Sugar % 0.0
25572 Oat Hay Rumensin 0.0
25582 Oat Hay Lignin 0.0
25592 Oat Hay DNDF 12 hours 0.0
25602 Oat Hay DNDF 30 hours 0.0
25612 Oat Hay Soluble fiber 0.0
25622 Oat Hay Rum Deg Starch 0.0
25632 Oat Hay Tot FA 0.0
25642 Oat Hay Unsat FA 0.0
25652 Oat Hay Mcal 0.0
25665 DryHaylage DM 35.0
25675 DryHaylage ADF 35.8
25685 DryHaylage NDF 42.9
25695 DryHaylage NFC 22.1
25705 DryHaylage Starch 0.0
25715 DryHaylage NEL 64.0
25725 DryHaylage CP 21.9
25735 DryHaylage UIP 5.475
25745 DryHaylage DIP 16.425
25755 DryHaylage Sol CP 0.0
25765 DryHaylage P 0.32
25775 DryHaylage Ca 1.76
25785 DryHaylage RFV 135.0
25795 DryHaylage S 0.3
25805 DryHaylage K 3.14
25815 DryHaylage Mg 0.25
25825 DryHaylage Fat 3.8
25835 DryHaylage Na 0.15
25845 DryHaylage Cl 0.09
25855 DryHaylage Zn 27.0
25865 DryHaylage Mn 34.0
25875 DryHaylage Cu 9.0
25885 DryHaylage Fe 227.0
25895 DryHaylage Vitamin A 81000.0
25905 DryHaylage Vitamin D 2000.0
25915 DryHaylage Vitamin E 24.0
25925 DryHaylage Se 0.0
25935 DryHaylage Co 0.0
25945 DryHaylage I 0.0
25955 DryHaylage FNDF 42.0
25965 DryHaylage UIP/CP 25.0
25975 DryHaylage Sol CP/CP 0.0
25985 DryHaylage Starch/NFC 0.0
25995 DryHaylage ARG 0.0
26005 DryHaylage HIS 0.0
26015 DryHaylage ILE 0.0
26025 DryHaylage LEU 0.0
26035 DryHaylage LYS 0.0
26045 DryHaylage MET 0.0
26055 DryHaylage CYS 0.0
26065 DryHaylage PHE 0.0
26075 DryHaylage THR 0.0
26085 DryHaylage TRP 0.0
26095 DryHaylage VAL 0.0
26105 DryHaylage AA#12 0.0
26115 DryHaylage AA#13 0.0
26125 DryHaylage % Forage 0.0
26135 DryHaylage Sugar % 0.0
26145 DryHaylage Rumensin 0.0
26155 DryHaylage Lignin 0.0
26165 DryHaylage DNDF 12 hours 0.0
26175 DryHaylage DNDF 30 hours 0.0
26185 DryHaylage Soluble fiber 0.0
26195 DryHaylage Rum Deg Starch 0.0
26205 DryHaylage Tot FA 0.0
26215 DryHaylage Unsat FA 0.0
26225 DryHaylage Mcal 0.0
26238 Wet Brewrs DM 23.0
26248 Wet Brewrs ADF 23.0
26258 Wet Brewrs NDF 0.0
26268 Wet Brewrs NFC 12.0
26278 Wet Brewrs Starch 0.0
26288 Wet Brewrs NEL 80.0
26298 Wet Brewrs CP 28.0
26308 Wet Brewrs UIP 11.2
26318 Wet Brewrs DIP 16.8
26328 Wet Brewrs Sol CP 0.0
26338 Wet Brewrs P 0.55
26348 Wet Brewrs Ca 0.33
26358 Wet Brewrs RFV 0.0
26368 Wet Brewrs S 0.32
26378 Wet Brewrs K 0.09
26388 Wet Brewrs Mg 0.16
26398 Wet Brewrs Fat 6.5
26408 Wet Brewrs Na 0.2
26418 Wet Brewrs Cl 0.2
26428 Wet Brewrs Zn 2.0
26438 Wet Brewrs Mn 2.0
26448 Wet Brewrs Cu 2.0
26458 Wet Brewrs Fe 2.0
26468 Wet Brewrs Vitamin A 2000.0
26478 Wet Brewrs Vitamin D 2000.0
26488 Wet Brewrs Vitamin E 2.0
26498 Wet Brewrs Se 0.0
26508 Wet Brewrs Co 0.0
26518 Wet Brewrs I 0.0
26528 Wet Brewrs FNDF 0.0
26538 Wet Brewrs UIP/CP 40.0
26548 Wet Brewrs Sol CP/CP 0.0
26558 Wet Brewrs Starch/NFC 0.0
26568 Wet Brewrs ARG 0.0
26578 Wet Brewrs HIS 0.0
26588 Wet Brewrs ILE 0.0
26598 Wet Brewrs LEU 0.0
26608 Wet Brewrs LYS 0.0
26618 Wet Brewrs MET 0.0
26628 Wet Brewrs CYS 0.0
26638 Wet Brewrs PHE 0.0
26648 Wet Brewrs THR 0.0
26658 Wet Brewrs TRP 0.0
26668 Wet Brewrs VAL 0.0
26678 Wet Brewrs AA#12 0.0
26688 Wet Brewrs AA#13 0.0
26698 Wet Brewrs % Forage 0.0
26708 Wet Brewrs Sugar % 0.0
26718 Wet Brewrs Rumensin 0.0
26728 Wet Brewrs Lignin 0.0
26738 Wet Brewrs DNDF 12 hours 0.0
26748 Wet Brewrs DNDF 30 hours 0.0
26758 Wet Brewrs Soluble fiber 0.0
26768 Wet Brewrs Rum Deg Starch 0.0
26778 Wet Brewrs Tot FA 0.0
26788 Wet Brewrs Unsat FA 0.0
26798 Wet Brewrs Mcal 0.0
26809 WHEAT SIL DM 30.0
26819 WHEAT SIL ADF 34.0
26829 WHEAT SIL NDF 48.0
26839 WHEAT SIL NFC 26.0
26849 WHEAT SIL Starch 0.0
26859 WHEAT SIL NEL 65.0
26869 WHEAT SIL CP 11.5
26879 WHEAT SIL UIP 3.45
26889 WHEAT SIL DIP 8.05
26899 WHEAT SIL Sol CP 0.0
26909 WHEAT SIL P 0.18
26919 WHEAT SIL Ca 0.17
26929 WHEAT SIL RFV 121.0
26939 WHEAT SIL S 0.28
26949 WHEAT SIL K 1.1
26959 WHEAT SIL Mg 0.1
26969 WHEAT SIL Fat 3.0
26979 WHEAT SIL Na 0.14
26989 WHEAT SIL Cl 0.3
26999 WHEAT SIL Zn 24.0
27009 WHEAT SIL Mn 31.0
27019 WHEAT SIL Cu 11.0
27029 WHEAT SIL Fe 195.0
27039 WHEAT SIL Vitamin A 55000.0
27049 WHEAT SIL Vitamin D 2000.0
27059 WHEAT SIL Vitamin E 25.0
27069 WHEAT SIL Se 0.0
27079 WHEAT SIL Co 0.0
27089 WHEAT SIL I 0.32
27099 WHEAT SIL FNDF 48.0
27109 WHEAT SIL UIP/CP 30.0
27119 WHEAT SIL Sol CP/CP 0.0
27129 WHEAT SIL Starch/NFC 0.0
27139 WHEAT SIL ARG 0.0
27149 WHEAT SIL HIS 0.0
27159 WHEAT SIL ILE 0.0
27169 WHEAT SIL LEU 0.0
27179 WHEAT SIL LYS 0.0
27189 WHEAT SIL MET 0.0
27199 WHEAT SIL CYS 0.0
27209 WHEAT SIL PHE 0.0
27219 WHEAT SIL THR 0.0
27229 WHEAT SIL TRP 0.0
27239 WHEAT SIL VAL 0.0
27249 WHEAT SIL AA#12 0.0
27259 WHEAT SIL AA#13 0.0
27269 WHEAT SIL % Forage 0.0
27279 WHEAT SIL Sugar % 0.0
27289 WHEAT SIL Rumensin 0.0
27299 WHEAT SIL Lignin 0.0
27309 WHEAT SIL DNDF 12 hours 0.0
27319 WHEAT SIL DNDF 30 hours 0.0
27329 WHEAT SIL Soluble fiber 0.0
27339 WHEAT SIL Rum Deg Starch 0.0
27349 WHEAT SIL Tot FA 0.0
27359 WHEAT SIL Unsat FA 0.0
27369 WHEAT SIL Mcal 0.0
273710 Corn Silag DM 28.0
273810 Corn Silag ADF 31.0
273910 Corn Silag NDF 47.0
274010 Corn Silag NFC 32.2
274110 Corn Silag Starch 0.0
274210 Corn Silag NEL 68.0
274310 Corn Silag CP 7.8
274410 Corn Silag UIP 2.73
274510 Corn Silag DIP 5.07
274610 Corn Silag Sol CP 0.0
274710 Corn Silag P 0.25
274810 Corn Silag Ca 0.21
274910 Corn Silag RFV 128.0
275010 Corn Silag S 0.15
275110 Corn Silag K 1.2
275210 Corn Silag Mg 0.2
275310 Corn Silag Fat 3.0
275410 Corn Silag Na 0.01
275510 Corn Silag Cl 0.06
275610 Corn Silag Zn 21.0
275710 Corn Silag Mn 30.0
275810 Corn Silag Cu 10.0
275910 Corn Silag Fe 260.0
276010 Corn Silag Vitamin A 18000.0
276110 Corn Silag Vitamin D 0.0
276210 Corn Silag Vitamin E 10.0
276310 Corn Silag Se 0.0
276410 Corn Silag Co 0.0
276510 Corn Silag I 0.0
276610 Corn Silag FNDF 47.0
276710 Corn Silag UIP/CP 35.0
276810 Corn Silag Sol CP/CP 0.0
276910 Corn Silag Starch/NFC 0.0
277010 Corn Silag ARG 0.0
277110 Corn Silag HIS 0.0
277210 Corn Silag ILE 0.0
277310 Corn Silag LEU 0.0
277410 Corn Silag LYS 0.0
277510 Corn Silag MET 0.0
277610 Corn Silag CYS 0.0
277710 Corn Silag PHE 0.0
277810 Corn Silag THR 0.0
277910 Corn Silag TRP 0.0
278010 Corn Silag VAL 0.0
278110 Corn Silag AA#12 0.0
278210 Corn Silag AA#13 0.0
278310 Corn Silag % Forage 0.0
278410 Corn Silag Sugar % 0.0
278510 Corn Silag Rumensin 0.0
278610 Corn Silag Lignin 0.0
278710 Corn Silag DNDF 12 hours 0.0
278810 Corn Silag DNDF 30 hours 0.0
278910 Corn Silag Soluble fiber 0.0
279010 Corn Silag Rum Deg Starch 0.0
279110 Corn Silag Tot FA 0.0
279210 Corn Silag Unsat FA 0.0
279310 Corn Silag Mcal 0.0
279411 Almond Hul DM 91.0
279511 Almond Hul ADF 34.0
279611 Almond Hul NDF 45.0
279711 Almond Hul NFC 36.0
279811 Almond Hul Starch 0.0
279911 Almond Hul NEL 66.0
280011 Almond Hul CP 6.0
280111 Almond Hul UIP 0.702
280211 Almond Hul DIP 5.298
280311 Almond Hul Sol CP 0.0
280411 Almond Hul P 0.11
280511 Almond Hul Ca 0.22
280611 Almond Hul RFV 129.0
280711 Almond Hul S 0.11
280811 Almond Hul K 0.53
280911 Almond Hul Mg 0.13
281011 Almond Hul Fat 2.0
281111 Almond Hul Na 0.02
281211 Almond Hul Cl 1.0
281311 Almond Hul Zn 24.0
281411 Almond Hul Mn 21.0
281511 Almond Hul Cu 11.0
281611 Almond Hul Fe 300.0
281711 Almond Hul Vitamin A 2000.0
281811 Almond Hul Vitamin D 2000.0
281911 Almond Hul Vitamin E 2.0
282011 Almond Hul Se 0.0
282111 Almond Hul Co 0.0
282211 Almond Hul I 0.0
282311 Almond Hul FNDF 45.0
282411 Almond Hul UIP/CP 11.7
282511 Almond Hul Sol CP/CP 0.0
282611 Almond Hul Starch/NFC 0.0
282711 Almond Hul ARG 0.0
282811 Almond Hul HIS 0.0
282911 Almond Hul ILE 0.0
283011 Almond Hul LEU 0.0
283111 Almond Hul LYS 0.0
283211 Almond Hul MET 0.0
283311 Almond Hul CYS 0.0
283411 Almond Hul PHE 0.0
283511 Almond Hul THR 0.0
283611 Almond Hul TRP 0.0
283711 Almond Hul VAL 0.0
283811 Almond Hul AA#12 0.0
283911 Almond Hul AA#13 0.0
284011 Almond Hul % Forage 0.0
284111 Almond Hul Sugar % 0.0
284211 Almond Hul Rumensin 0.0
284311 Almond Hul Lignin 0.0
284411 Almond Hul DNDF 12 hours 0.0
284511 Almond Hul DNDF 30 hours 0.0
284611 Almond Hul Soluble fiber 0.0
284711 Almond Hul Rum Deg Starch 0.0
284811 Almond Hul Tot FA 0.0
284911 Almond Hul Unsat FA 0.0
285011 Almond Hul Mcal 0.0
285112 MolassWet DM 70.0
285212 MolassWet ADF 0.0
285312 MolassWet NDF 0.0
285412 MolassWet NFC 79.0
285512 MolassWet Starch 0.0
285612 MolassWet NEL 92.0
285712 MolassWet CP 8.0
285812 MolassWet UIP 1.6
285912 MolassWet DIP 6.4
286012 MolassWet Sol CP 0.0
286112 MolassWet P 0.11
286212 MolassWet Ca 1.0
286312 MolassWet RFV 0.0
286412 MolassWet S 0.47
286512 MolassWet K 3.85
286612 MolassWet Mg 0.43
286712 MolassWet Fat 0.1
286812 MolassWet Na 0.22
286912 MolassWet Cl 1.2
287012 MolassWet Zn 30.0
287112 MolassWet Mn 56.0
287212 MolassWet Cu 79.0
287312 MolassWet Fe 250.0
287412 MolassWet Vitamin A 1000.0
287512 MolassWet Vitamin D 1000.0
287612 MolassWet Vitamin E 7.0
287712 MolassWet Se 0.0
287812 MolassWet Co 0.0
287912 MolassWet I 0.0
288012 MolassWet FNDF 0.0
288112 MolassWet UIP/CP 20.0
288212 MolassWet Sol CP/CP 0.0
288312 MolassWet Starch/NFC 0.0
288412 MolassWet ARG 0.0
288512 MolassWet HIS 0.0
288612 MolassWet ILE 0.0
288712 MolassWet LEU 0.0
288812 MolassWet LYS 0.0
288912 MolassWet MET 0.0
289012 MolassWet CYS 0.0
289112 MolassWet PHE 0.0
289212 MolassWet THR 0.0
289312 MolassWet TRP 0.0
289412 MolassWet VAL 0.0
289512 MolassWet AA#12 0.0
289612 MolassWet AA#13 0.0
289712 MolassWet % Forage 0.0
289812 MolassWet Sugar % 0.0
289912 MolassWet Rumensin 0.0
290012 MolassWet Lignin 0.0
290112 MolassWet DNDF 12 hours 0.0
290212 MolassWet DNDF 30 hours 0.0
290312 MolassWet Soluble fiber 0.0
290412 MolassWet Rum Deg Starch 0.0
290512 MolassWet Tot FA 0.0
290612 MolassWet Unsat FA 0.0
290712 MolassWet Mcal 0.0
290813 LIQ CIT PL DM 45.0
290913 LIQ CIT PL ADF 10.0
291013 LIQ CIT PL NDF 25.0
291113 LIQ CIT PL NFC 42.5
291213 LIQ CIT PL Starch 0.0
291313 LIQ CIT PL NEL 78.0
291413 LIQ CIT PL CP 7.5
291513 LIQ CIT PL UIP 2.775
291613 LIQ CIT PL DIP 4.725
291713 LIQ CIT PL Sol CP 0.0
291813 LIQ CIT PL P 0.11
291913 LIQ CIT PL Ca 0.71
292013 LIQ CIT PL RFV 302.0
292113 LIQ CIT PL S 0.02
292213 LIQ CIT PL K 0.62
292313 LIQ CIT PL Mg 0.16
292413 LIQ CIT PL Fat 1.0
292513 LIQ CIT PL Na 0.09
292613 LIQ CIT PL Cl 0.3
292713 LIQ CIT PL Zn 16.0
292813 LIQ CIT PL Mn 7.0
292913 LIQ CIT PL Cu 6.0
293013 LIQ CIT PL Fe 160.0
293113 LIQ CIT PL Vitamin A 55000.0
293213 LIQ CIT PL Vitamin D 2000.0
293313 LIQ CIT PL Vitamin E 25.0
293413 LIQ CIT PL Se 0.0
293513 LIQ CIT PL Co 0.16
293613 LIQ CIT PL I 0.32
293713 LIQ CIT PL FNDF 25.0
293813 LIQ CIT PL UIP/CP 37.0
293913 LIQ CIT PL Sol CP/CP 0.0
294013 LIQ CIT PL Starch/NFC 0.0
294113 LIQ CIT PL ARG 0.0
294213 LIQ CIT PL HIS 0.0
294313 LIQ CIT PL ILE 0.0
294413 LIQ CIT PL LEU 0.0
294513 LIQ CIT PL LYS 0.0
294613 LIQ CIT PL MET 0.0
294713 LIQ CIT PL CYS 0.0
294813 LIQ CIT PL PHE 0.0
294913 LIQ CIT PL THR 0.0
295013 LIQ CIT PL TRP 0.0
295113 LIQ CIT PL VAL 0.0
295213 LIQ CIT PL AA#12 0.0
295313 LIQ CIT PL AA#13 0.0
295413 LIQ CIT PL % Forage 0.0
295513 LIQ CIT PL Sugar % 0.0
295613 LIQ CIT PL Rumensin 0.0
295713 LIQ CIT PL Lignin 0.0
295813 LIQ CIT PL DNDF 12 hours 0.0
295913 LIQ CIT PL DNDF 30 hours 0.0
296013 LIQ CIT PL Soluble fiber 0.0
296113 LIQ CIT PL Rum Deg Starch 0.0
296213 LIQ CIT PL Tot FA 0.0
296313 LIQ CIT PL Unsat FA 0.0
296413 LIQ CIT PL Mcal 0.0
296514 Whey DM 24.0
296614 Whey ADF 1.1
296714 Whey NDF 4.6
296814 Whey NFC 74.4
296914 Whey Starch 0.0
297014 Whey NEL 88.0
297114 Whey CP 8.0
297214 Whey UIP 2.8
297314 Whey DIP 5.2
297414 Whey Sol CP 0.0
297514 Whey P 0.8
297614 Whey Ca 0.3
297714 Whey RFV 1780.0
297814 Whey S 0.17
297914 Whey K 3.91
298014 Whey Mg 0.16
298114 Whey Fat 1.8
298214 Whey Na 3.1
298314 Whey Cl 0.3
298414 Whey Zn 2.0
298514 Whey Mn 2.0
298614 Whey Cu 2.0
298714 Whey Fe 2.0
298814 Whey Vitamin A 2000.0
298914 Whey Vitamin D 2000.0
299014 Whey Vitamin E 2.0
299114 Whey Se 0.0
299214 Whey Co 0.0
299314 Whey I 0.0
299414 Whey FNDF 4.6
299514 Whey UIP/CP 35.0
299614 Whey Sol CP/CP 0.0
299714 Whey Starch/NFC 0.0
299814 Whey ARG 0.0
299914 Whey HIS 0.0
300014 Whey ILE 0.0
300114 Whey LEU 0.0
300214 Whey LYS 0.0
300314 Whey MET 0.0
300414 Whey CYS 0.0
300514 Whey PHE 0.0
300614 Whey THR 0.0
300714 Whey TRP 0.0
300814 Whey VAL 0.0
300914 Whey AA#12 0.0
301014 Whey AA#13 0.0
301114 Whey % Forage 0.0
301214 Whey Sugar % 0.0
301314 Whey Rumensin 0.0
301414 Whey Lignin 0.0
301514 Whey DNDF 12 hours 0.0
301614 Whey DNDF 30 hours 0.0
301714 Whey Soluble fiber 0.0
301814 Whey Rum Deg Starch 0.0
301914 Whey Tot FA 0.0
302014 Whey Unsat FA 0.0
302114 Whey Mcal 0.0
302216 SF CORN DM 87.0
302316 SF CORN ADF 3.0
302416 SF CORN NDF 0.0
302516 SF CORN NFC 73.0
302616 SF CORN Starch 0.0
302716 SF CORN NEL 92.0
302816 SF CORN CP 10.0
302916 SF CORN UIP 5.0
303016 SF CORN DIP 5.0
303116 SF CORN Sol CP 0.0
303216 SF CORN P 0.29
303316 SF CORN Ca 0.04
303416 SF CORN RFV 0.0
303516 SF CORN S 0.12
303616 SF CORN K 0.37
303716 SF CORN Mg 0.14
303816 SF CORN Fat 4.3
303916 SF CORN Na 0.03
304016 SF CORN Cl 0.05
304116 SF CORN Zn 14.0
304216 SF CORN Mn 5.0
304316 SF CORN Cu 4.0
304416 SF CORN Fe 0.0
304516 SF CORN Vitamin A 1000.0
304616 SF CORN Vitamin D 0.0
304716 SF CORN Vitamin E 25.0
304816 SF CORN Se 6.0
304916 SF CORN Co 0.0
305016 SF CORN I 0.0
305116 SF CORN FNDF 0.0
305216 SF CORN UIP/CP 50.0
305316 SF CORN Sol CP/CP 0.0
305416 SF CORN Starch/NFC 0.0
305516 SF CORN ARG 0.0
305616 SF CORN HIS 0.0
305716 SF CORN ILE 0.0
305816 SF CORN LEU 0.0
305916 SF CORN LYS 0.0
306016 SF CORN MET 0.0
306116 SF CORN CYS 0.0
306216 SF CORN PHE 0.0
306316 SF CORN THR 0.0
306416 SF CORN TRP 0.0
306516 SF CORN VAL 0.0
306616 SF CORN AA#12 0.0
306716 SF CORN AA#13 0.0
306816 SF CORN % Forage 0.0
306916 SF CORN Sugar % 0.0
307016 SF CORN Rumensin 0.0
307116 SF CORN Lignin 0.0
307216 SF CORN DNDF 12 hours 0.0
307316 SF CORN DNDF 30 hours 0.0
307416 SF CORN Soluble fiber 0.0
307516 SF CORN Rum Deg Starch 0.0
307616 SF CORN Tot FA 0.0
307716 SF CORN Unsat FA 0.0
307816 SF CORN Mcal 0.0
307918 Dry Min DM 99.0
308018 Dry Min ADF 1.43921
308118 Dry Min NDF 2.0
308218 Dry Min NFC 4.0
308318 Dry Min Starch 0.0
308418 Dry Min NEL 6.39649
308518 Dry Min CP 1.2793
308618 Dry Min UIP 0.447754
308718 Dry Min DIP 0.831546
308818 Dry Min Sol CP 0.0
308918 Dry Min P 2.55359
309018 Dry Min Ca 12.2237
309118 Dry Min RFV 4083.0
309218 Dry Min S 4.42697
309318 Dry Min K 0.343125
309418 Dry Min Mg 7.91614
309518 Dry Min Fat 1.7768
309618 Dry Min Na 4.47656
309718 Dry Min Cl 7.7463
309818 Dry Min Zn 4304.0
309918 Dry Min Mn 3531.0
310018 Dry Min Cu 934.0
310118 Dry Min Fe 2433.0
310218 Dry Min Vitamin A 342000.0
310318 Dry Min Vitamin D 58000.0
310418 Dry Min Vitamin E 728.0
310518 Dry Min Se 25.586
310618 Dry Min Co 1933.45
310718 Dry Min I 2472.24
310818 Dry Min FNDF 2.0
310918 Dry Min UIP/CP 34.999922
311018 Dry Min Sol CP/CP 0.0
311118 Dry Min Starch/NFC 0.0
311218 Dry Min ARG 0.0
311318 Dry Min HIS 0.0
311418 Dry Min ILE 0.0
311518 Dry Min LEU 0.0
311618 Dry Min LYS 0.0
311718 Dry Min MET 0.0
311818 Dry Min CYS 0.0
311918 Dry Min PHE 0.0
312018 Dry Min THR 0.0
312118 Dry Min TRP 0.0
312218 Dry Min VAL 0.0
312318 Dry Min AA#12 0.0
312418 Dry Min AA#13 0.0
312518 Dry Min % Forage 0.0
312618 Dry Min Sugar % 0.0
312718 Dry Min Rumensin 0.0
312818 Dry Min Lignin 0.0
312918 Dry Min DNDF 12 hours 0.0
313018 Dry Min DNDF 30 hours 0.0
313118 Dry Min Soluble fiber 0.0
313218 Dry Min Rum Deg Starch 0.0
313318 Dry Min Tot FA 0.0
313418 Dry Min Unsat FA 0.0
313518 Dry Min Mcal 0.0
313619 Min Plts DM 92.0
313719 Min Plts ADF 7.40268
313819 Min Plts NDF 0.0
313919 Min Plts NFC 17.0
314019 Min Plts Starch 0.0
314119 Min Plts NEL 55.112
314219 Min Plts CP 29.1124
314319 Min Plts UIP 7.63877
314419 Min Plts DIP 21.47363
314519 Min Plts Sol CP 0.0
314619 Min Plts P 0.94697
314719 Min Plts Ca 6.7185
314819 Min Plts RFV 0.0
314919 Min Plts S 0.551141
315019 Min Plts K 0.781366
315119 Min Plts Mg 1.77731
315219 Min Plts Fat 2.15761
315319 Min Plts Na 1.81965
315419 Min Plts Cl 0.53087
315519 Min Plts Zn 780.0
315619 Min Plts Mn 651.0
315719 Min Plts Cu 170.0
315819 Min Plts Fe 643.0
315919 Min Plts Vitamin A 61000.0
316019 Min Plts Vitamin D 11000.0
316119 Min Plts Vitamin E 137.0
316219 Min Plts Se 9.08904
316319 Min Plts Co 21.2655
316419 Min Plts I 26.9024
316519 Min Plts FNDF 0.0
316619 Min Plts UIP/CP 26.238888
316719 Min Plts Sol CP/CP 0.0
316819 Min Plts Starch/NFC 0.0
316919 Min Plts ARG 0.0
317019 Min Plts HIS 0.0
317119 Min Plts ILE 0.0
317219 Min Plts LEU 0.0
317319 Min Plts LYS 0.0
317419 Min Plts MET 0.0
317519 Min Plts CYS 0.0
317619 Min Plts PHE 0.0
317719 Min Plts THR 0.0
317819 Min Plts TRP 0.0
317919 Min Plts VAL 0.0
318019 Min Plts AA#12 0.0
318119 Min Plts AA#13 0.0
318219 Min Plts % Forage 0.0
318319 Min Plts Sugar % 0.0
318419 Min Plts Rumensin 0.0
318519 Min Plts Lignin 0.0
318619 Min Plts DNDF 12 hours 0.0
318719 Min Plts DNDF 30 hours 0.0
318819 Min Plts Soluble fiber 0.0
318919 Min Plts Rum Deg Starch 0.0
319019 Min Plts Tot FA 0.0
319119 Min Plts Unsat FA 0.0
319219 Min Plts Mcal 0.0
319320 Mineral DM 99.0
319420 Mineral ADF 0.263842
319520 Mineral NDF 0.0
319620 Mineral NFC 0.0
319720 Mineral Starch 0.0
319820 Mineral NEL 1.08104
319920 Mineral CP 38.7419
320020 Mineral UIP 0.565192
320120 Mineral DIP 38.176708
320220 Mineral Sol CP 0.0
320320 Mineral P 0.627857
320420 Mineral Ca 14.6431
320520 Mineral RFV 0.0
320620 Mineral S 0.23974
320720 Mineral K 0.240931
320820 Mineral Mg 2.46208
320920 Mineral Fat 0.210717
321020 Mineral Na 7.71313
321120 Mineral Cl 4.59074
321220 Mineral Zn 2366.0
321320 Mineral Mn 1269.0
321420 Mineral Cu 327.0
321520 Mineral Fe 1125.0
321620 Mineral Vitamin A 120000.0
321720 Mineral Vitamin D 20000.0
321820 Mineral Vitamin E 540.0
321920 Mineral Se 9.03337
322020 Mineral Co 1268.32
322120 Mineral I 1211.53
322220 Mineral FNDF 0.0
322320 Mineral UIP/CP 1.458865
322420 Mineral Sol CP/CP 0.0
322520 Mineral Starch/NFC 0.0
322620 Mineral ARG 0.0
322720 Mineral HIS 0.0
322820 Mineral ILE 0.0
322920 Mineral LEU 0.0
323020 Mineral LYS 0.0
323120 Mineral MET 0.0
323220 Mineral CYS 0.0
323320 Mineral PHE 0.0
323420 Mineral THR 0.0
323520 Mineral TRP 0.0
323620 Mineral VAL 0.0
323720 Mineral AA#12 0.0
323820 Mineral AA#13 0.0
323920 Mineral % Forage 0.0
324020 Mineral Sugar % 0.0
324120 Mineral Rumensin 0.0
324220 Mineral Lignin 0.0
324320 Mineral DNDF 12 hours 0.0
324420 Mineral DNDF 30 hours 0.0
324520 Mineral Soluble fiber 0.0
324620 Mineral Rum Deg Starch 0.0
324720 Mineral Tot FA 0.0
324820 Mineral Unsat FA 0.0
324920 Mineral Mcal 0.0
32501 Hay lact DM 90.0
32511 Hay lact ADF 31.5
32521 Hay lact NDF 38.0
32531 Hay lact NFC 23.0
32541 Hay lact Starch 0.0
32551 Hay lact NEL 67.0
32561 Hay lact CP 21.0
32571 Hay lact UIP 5.25
32581 Hay lact DIP 15.75
32591 Hay lact Sol CP 0.0
32601 Hay lact P 0.25
32611 Hay lact Ca 1.6
32621 Hay lact RFV 158.0
32631 Hay lact S 0.3
32641 Hay lact K 2.5
32651 Hay lact Mg 0.3
32661 Hay lact Fat 3.6
32671 Hay lact Na 0.15
32681 Hay lact Cl 0.09
32691 Hay lact Zn 27.0
32701 Hay lact Mn 34.0
32711 Hay lact Cu 9.0
32721 Hay lact Fe 227.0
32731 Hay lact Vitamin A 81000.0
32741 Hay lact Vitamin D 2000.0
32751 Hay lact Vitamin E 24.0
32761 Hay lact Se 0.0
32771 Hay lact Co 0.0
32781 Hay lact I 0.0
32791 Hay lact FNDF 38.0
32801 Hay lact UIP/CP 25.0
32811 Hay lact Sol CP/CP 0.0
32821 Hay lact Starch/NFC 0.0
32831 Hay lact ARG 0.0
32841 Hay lact HIS 0.0
32851 Hay lact ILE 0.0
32861 Hay lact LEU 0.0
32871 Hay lact LYS 0.0
32881 Hay lact MET 0.0
32891 Hay lact CYS 0.0
32901 Hay lact PHE 0.0
32911 Hay lact THR 0.0
32921 Hay lact TRP 0.0
32931 Hay lact VAL 0.0
32941 Hay lact AA#12 0.0
32951 Hay lact AA#13 0.0
32961 Hay lact % Forage 0.0
32971 Hay lact Sugar % 0.0
32981 Hay lact Rumensin 0.0
32991 Hay lact Lignin 0.0
33001 Hay lact DNDF 12 hours 0.0
33011 Hay lact DNDF 30 hours 0.0
33021 Hay lact Soluble fiber 0.0
33031 Hay lact Rum Deg Starch 0.0
33041 Hay lact Tot FA 0.0
33051 Hay lact Unsat FA 0.0
33061 Hay lact Mcal 0.0
33072 DRY HAY DM 90.0
33082 DRY HAY ADF 33.2
33092 DRY HAY NDF 41.22
33102 DRY HAY NFC 21.67
33112 DRY HAY Starch 0.0
33122 DRY HAY NEL 62.0
33132 DRY HAY CP 21.11
33142 DRY HAY UIP 5.2775
33152 DRY HAY DIP 15.8325
33162 DRY HAY Sol CP 0.0
33172 DRY HAY P 0.25
33182 DRY HAY Ca 1.5
33192 DRY HAY RFV 142.0
33202 DRY HAY S 0.3
33212 DRY HAY K 2.3
33222 DRY HAY Mg 0.26
33232 DRY HAY Fat 3.6
33242 DRY HAY Na 0.15
33252 DRY HAY Cl 0.09
33262 DRY HAY Zn 27.0
33272 DRY HAY Mn 34.0
33282 DRY HAY Cu 9.0
33292 DRY HAY Fe 227.0
33302 DRY HAY Vitamin A 81000.0
33312 DRY HAY Vitamin D 2000.0
33322 DRY HAY Vitamin E 24.0
33332 DRY HAY Se 0.0
33342 DRY HAY Co 0.0
33352 DRY HAY I 0.0
33362 DRY HAY FNDF 41.22
33372 DRY HAY UIP/CP 25.0
33382 DRY HAY Sol CP/CP 0.0
33392 DRY HAY Starch/NFC 0.0
33402 DRY HAY ARG 0.0
33412 DRY HAY HIS 0.0
33422 DRY HAY ILE 0.0
33432 DRY HAY LEU 0.0
33442 DRY HAY LYS 0.0
33452 DRY HAY MET 0.0
33462 DRY HAY CYS 0.0
33472 DRY HAY PHE 0.0
33482 DRY HAY THR 0.0
33492 DRY HAY TRP 0.0
33502 DRY HAY VAL 0.0
33512 DRY HAY AA#12 0.0
33522 DRY HAY AA#13 0.0
33532 DRY HAY % Forage 0.0
33542 DRY HAY Sugar % 0.0
33552 DRY HAY Rumensin 0.0
33562 DRY HAY Lignin 0.0
33572 DRY HAY DNDF 12 hours 0.0
33582 DRY HAY DNDF 30 hours 0.0
33592 DRY HAY Soluble fiber 0.0
33602 DRY HAY Rum Deg Starch 0.0
33612 DRY HAY Tot FA 0.0
33622 DRY HAY Unsat FA 0.0
33632 DRY HAY Mcal 0.0
33643 Oat hay DM 90.0
33653 Oat hay ADF 42.0
33663 Oat hay NDF 55.0
33673 Oat hay NFC 17.0
33683 Oat hay Starch 0.0
33693 Oat hay NEL 61.0
33703 Oat hay CP 8.0
33713 Oat hay UIP 2.4
33723 Oat hay DIP 5.6
33733 Oat hay Sol CP 0.0
33743 Oat hay P 0.28
33753 Oat hay Ca 0.4
33763 Oat hay RFV 95.0
33773 Oat hay S 0.3
33783 Oat hay K 2.0
33793 Oat hay Mg 0.15
33803 Oat hay Fat 2.0
33813 Oat hay Na 0.15
33823 Oat hay Cl 0.09
33833 Oat hay Zn 27.0
33843 Oat hay Mn 34.0
33853 Oat hay Cu 9.0
33863 Oat hay Fe 227.0
33873 Oat hay Vitamin A 81000.0
33883 Oat hay Vitamin D 2000.0
33893 Oat hay Vitamin E 24.0
33903 Oat hay Se 0.0
33913 Oat hay Co 0.0
33923 Oat hay I 0.0
33933 Oat hay FNDF 55.0
33943 Oat hay UIP/CP 30.0
33953 Oat hay Sol CP/CP 0.0
33963 Oat hay Starch/NFC 0.0
33973 Oat hay ARG 0.0
33983 Oat hay HIS 0.0
33993 Oat hay ILE 0.0
34003 Oat hay LEU 0.0
34013 Oat hay LYS 0.0
34023 Oat hay MET 0.0
34033 Oat hay CYS 0.0
34043 Oat hay PHE 0.0
34053 Oat hay THR 0.0
34063 Oat hay TRP 0.0
34073 Oat hay VAL 0.0
34083 Oat hay AA#12 0.0
34093 Oat hay AA#13 0.0
34103 Oat hay % Forage 0.0
34113 Oat hay Sugar % 0.0
34123 Oat hay Rumensin 0.0
34133 Oat hay Lignin 0.0
34143 Oat hay DNDF 12 hours 0.0
34153 Oat hay DNDF 30 hours 0.0
34163 Oat hay Soluble fiber 0.0
34173 Oat hay Rum Deg Starch 0.0
34183 Oat hay Tot FA 0.0
34193 Oat hay Unsat FA 0.0
34203 Oat hay Mcal 0.0
34214 Hlg DM 45.0
34224 Hlg ADF 32.0
34234 Hlg NDF 38.0
34244 Hlg NFC 25.3
34254 Hlg Starch 0.0
34264 Hlg NEL 66.0
34274 Hlg CP 21.0
34284 Hlg UIP 5.478261
34294 Hlg DIP 15.521739
34304 Hlg Sol CP 0.0
34314 Hlg P 0.3
34324 Hlg Ca 1.4
34334 Hlg RFV 157.0
34344 Hlg S 0.3
34354 Hlg K 2.5
34364 Hlg Mg 0.32
34374 Hlg Fat 3.6
34384 Hlg Na 0.15
34394 Hlg Cl 0.09
34404 Hlg Zn 27.0
34414 Hlg Mn 34.0
34424 Hlg Cu 9.0
34434 Hlg Fe 227.0
34444 Hlg Vitamin A 81000.0
34454 Hlg Vitamin D 2000.0
34464 Hlg Vitamin E 24.0
34474 Hlg Se 0.0
34484 Hlg Co 0.0
34494 Hlg I 0.0
34504 Hlg FNDF 38.0
34514 Hlg UIP/CP 26.086957
34524 Hlg Sol CP/CP 0.0
34534 Hlg Starch/NFC 0.0
34544 Hlg ARG 0.0
34554 Hlg HIS 0.0
34564 Hlg ILE 0.0
34574 Hlg LEU 0.0
34584 Hlg LYS 0.0
34594 Hlg MET 0.0
34604 Hlg CYS 0.0
34614 Hlg PHE 0.0
34624 Hlg THR 0.0
34634 Hlg TRP 0.0
34644 Hlg VAL 0.0
34654 Hlg AA#12 0.0
34664 Hlg AA#13 0.0
34674 Hlg % Forage 0.0
34684 Hlg Sugar % 0.0
34694 Hlg Rumensin 0.0
34704 Hlg Lignin 0.0
34714 Hlg DNDF 12 hours 0.0
34724 Hlg DNDF 30 hours 0.0
34734 Hlg Soluble fiber 0.0
34744 Hlg Rum Deg Starch 0.0
34754 Hlg Tot FA 0.0
34764 Hlg Unsat FA 0.0
34774 Hlg Mcal 0.0
34785 CUPHay DM 90.0
34795 CUPHay ADF 32.6
34805 CUPHay NDF 40.25
34815 CUPHay NFC 27.75
34825 CUPHay Starch 0.0
34835 CUPHay NEL 65.4
34845 CUPHay CP 18.0
34855 CUPHay UIP 5.225
34865 CUPHay DIP 12.775
34875 CUPHay Sol CP 0.0
34885 CUPHay P 0.3
34895 CUPHay Ca 1.7
34905 CUPHay RFV 147.0
34915 CUPHay S 0.3
34925 CUPHay K 2.5
34935 CUPHay Mg 0.3
34945 CUPHay Fat 3.6
34955 CUPHay Na 0.15
34965 CUPHay Cl 0.09
34975 CUPHay Zn 27.0
34985 CUPHay Mn 34.0
34995 CUPHay Cu 9.0
35005 CUPHay Fe 227.0
35015 CUPHay Vitamin A 81000.0
35025 CUPHay Vitamin D 2000.0
35035 CUPHay Vitamin E 24.0
35045 CUPHay Se 0.0
35055 CUPHay Co 0.0
35065 CUPHay I 0.0
35075 CUPHay FNDF 40.25
35085 CUPHay UIP/CP 29.027778
35095 CUPHay Sol CP/CP 0.0
35105 CUPHay Starch/NFC 0.0
35115 CUPHay ARG 0.0
35125 CUPHay HIS 0.0
35135 CUPHay ILE 0.0
35145 CUPHay LEU 0.0
35155 CUPHay LYS 0.0
35165 CUPHay MET 0.0
35175 CUPHay CYS 0.0
35185 CUPHay PHE 0.0
35195 CUPHay THR 0.0
35205 CUPHay TRP 0.0
35215 CUPHay VAL 0.0
35225 CUPHay AA#12 0.0
35235 CUPHay AA#13 0.0
35245 CUPHay % Forage 0.0
35255 CUPHay Sugar % 0.0
35265 CUPHay Rumensin 0.0
35275 CUPHay Lignin 0.0
35285 CUPHay DNDF 12 hours 0.0
35295 CUPHay DNDF 30 hours 0.0
35305 CUPHay Soluble fiber 0.0
35315 CUPHay Rum Deg Starch 0.0
35325 CUPHay Tot FA 0.0
35335 CUPHay Unsat FA 0.0
35345 CUPHay Mcal 0.0
35356 Hay #1 DM 87.0
35366 Hay #1 ADF 30.0
35376 Hay #1 NDF 39.0
35386 Hay #1 NFC 24.0
35396 Hay #1 Starch 0.0
35406 Hay #1 NEL 68.0
35416 Hay #1 CP 21.0
35426 Hay #1 UIP 5.25
35436 Hay #1 DIP 15.75
35446 Hay #1 Sol CP 0.0
35456 Hay #1 P 0.25
35466 Hay #1 Ca 1.6
35476 Hay #1 RFV 156.0
35486 Hay #1 S 0.3
35496 Hay #1 K 1.68
35506 Hay #1 Mg 0.35
35516 Hay #1 Fat 3.6
35526 Hay #1 Na 0.15
35536 Hay #1 Cl 0.09
35546 Hay #1 Zn 27.0
35556 Hay #1 Mn 34.0
35566 Hay #1 Cu 9.0
35576 Hay #1 Fe 227.0
35586 Hay #1 Vitamin A 81000.0
35596 Hay #1 Vitamin D 2000.0
35606 Hay #1 Vitamin E 24.0
35616 Hay #1 Se 0.0
35626 Hay #1 Co 0.0
35636 Hay #1 I 0.0
35646 Hay #1 FNDF 39.0
35656 Hay #1 UIP/CP 25.0
35666 Hay #1 Sol CP/CP 0.0
35676 Hay #1 Starch/NFC 0.0
35686 Hay #1 ARG 0.0
35696 Hay #1 HIS 0.0
35706 Hay #1 ILE 0.0
35716 Hay #1 LEU 0.0
35726 Hay #1 LYS 0.0
35736 Hay #1 MET 0.0
35746 Hay #1 CYS 0.0
35756 Hay #1 PHE 0.0
35766 Hay #1 THR 0.0
35776 Hay #1 TRP 0.0
35786 Hay #1 VAL 0.0
35796 Hay #1 AA#12 0.0
35806 Hay #1 AA#13 0.0
35816 Hay #1 % Forage 0.0
35826 Hay #1 Sugar % 0.0
35836 Hay #1 Rumensin 0.0
35846 Hay #1 Lignin 0.0
35856 Hay #1 DNDF 12 hours 0.0
35866 Hay #1 DNDF 30 hours 0.0
35876 Hay #1 Soluble fiber 0.0
35886 Hay #1 Rum Deg Starch 0.0
35896 Hay #1 Tot FA 0.0
35906 Hay #1 Unsat FA 0.0
35916 Hay #1 Mcal 0.0
35928 BMR CSilage DM 35.0
35938 BMR CSilage ADF 40.0
35948 BMR CSilage NDF 59.0
35958 BMR CSilage NFC 33.5
35968 BMR CSilage Starch 0.0
35978 BMR CSilage NEL 65.0
35988 BMR CSilage CP 8.5
35998 BMR CSilage UIP 2.975
36008 BMR CSilage DIP 5.525
36018 BMR CSilage Sol CP 0.0
36028 BMR CSilage P 0.25
36038 BMR CSilage Ca 0.31
36048 BMR CSilage RFV 119.0
36058 BMR CSilage S 0.3
36068 BMR CSilage K 1.59
36078 BMR CSilage Mg 0.1
36088 BMR CSilage Fat 3.6
36098 BMR CSilage Na 0.15
36108 BMR CSilage Cl 0.09
36118 BMR CSilage Zn 27.0
36128 BMR CSilage Mn 34.0
36138 BMR CSilage Cu 9.0
36148 BMR CSilage Fe 227.0
36158 BMR CSilage Vitamin A 81000.0
36168 BMR CSilage Vitamin D 2000.0
36178 BMR CSilage Vitamin E 24.0
36188 BMR CSilage Se 0.0
36198 BMR CSilage Co 0.0
36208 BMR CSilage I 0.0
36218 BMR CSilage FNDF 45.0
36228 BMR CSilage UIP/CP 35.0
36238 BMR CSilage Sol CP/CP 0.0
36248 BMR CSilage Starch/NFC 0.0
36258 BMR CSilage ARG 0.0
36268 BMR CSilage HIS 0.0
36278 BMR CSilage ILE 0.0
36288 BMR CSilage LEU 0.0
36298 BMR CSilage LYS 0.0
36308 BMR CSilage MET 0.0
36318 BMR CSilage CYS 0.0
36328 BMR CSilage PHE 0.0
36338 BMR CSilage THR 0.0
36348 BMR CSilage TRP 0.0
36358 BMR CSilage VAL 0.0
36368 BMR CSilage AA#12 0.0
36378 BMR CSilage AA#13 0.0
36388 BMR CSilage % Forage 0.0
36398 BMR CSilage Sugar % 0.0
36408 BMR CSilage Rumensin 0.0
36418 BMR CSilage Lignin 0.0
36428 BMR CSilage DNDF 12 hours 0.0
36438 BMR CSilage DNDF 30 hours 0.0
36448 BMR CSilage Soluble fiber 0.0
36458 BMR CSilage Rum Deg Starch 0.0
36468 BMR CSilage Tot FA 0.0
36478 BMR CSilage Unsat FA 0.0
36488 BMR CSilage Mcal 0.0
36499 Wheat Sil DM 30.0
36509 Wheat Sil ADF 35.0
36519 Wheat Sil NDF 51.0
36529 Wheat Sil NFC 22.0
36539 Wheat Sil Starch 0.0
36549 Wheat Sil NEL 67.0
36559 Wheat Sil CP 14.0
36569 Wheat Sil UIP 4.9
36579 Wheat Sil DIP 9.1
36589 Wheat Sil Sol CP 0.0
36599 Wheat Sil P 0.25
36609 Wheat Sil Ca 0.31
36619 Wheat Sil RFV 112.0
36629 Wheat Sil S 0.3
36639 Wheat Sil K 1.59
36649 Wheat Sil Mg 0.1
36659 Wheat Sil Fat 3.6
36669 Wheat Sil Na 0.15
36679 Wheat Sil Cl 0.09
36689 Wheat Sil Zn 27.0
36699 Wheat Sil Mn 34.0
36709 Wheat Sil Cu 9.0
36719 Wheat Sil Fe 227.0
36729 Wheat Sil Vitamin A 81000.0
36739 Wheat Sil Vitamin D 2000.0
36749 Wheat Sil Vitamin E 24.0
36759 Wheat Sil Se 0.0
36769 Wheat Sil Co 0.0
36779 Wheat Sil I 0.0
36789 Wheat Sil FNDF 51.0
36799 Wheat Sil UIP/CP 35.0
36809 Wheat Sil Sol CP/CP 0.0
36819 Wheat Sil Starch/NFC 0.0
36829 Wheat Sil ARG 0.0
36839 Wheat Sil HIS 0.0
36849 Wheat Sil ILE 0.0
36859 Wheat Sil LEU 0.0
36869 Wheat Sil LYS 0.0
36879 Wheat Sil MET 0.0
36889 Wheat Sil CYS 0.0
36899 Wheat Sil PHE 0.0
36909 Wheat Sil THR 0.0
36919 Wheat Sil TRP 0.0
36929 Wheat Sil VAL 0.0
36939 Wheat Sil AA#12 0.0
36949 Wheat Sil AA#13 0.0
36959 Wheat Sil % Forage 0.0
36969 Wheat Sil Sugar % 0.0
36979 Wheat Sil Rumensin 0.0
36989 Wheat Sil Lignin 0.0
36999 Wheat Sil DNDF 12 hours 0.0
37009 Wheat Sil DNDF 30 hours 0.0
37019 Wheat Sil Soluble fiber 0.0
37029 Wheat Sil Rum Deg Starch 0.0
37039 Wheat Sil Tot FA 0.0
37049 Wheat Sil Unsat FA 0.0
37059 Wheat Sil Mcal 0.0
370610 Corn Silag DM 32.0
370710 Corn Silag ADF 30.0
370810 Corn Silag NDF 48.0
370910 Corn Silag NFC 36.95
371010 Corn Silag Starch 0.0
371110 Corn Silag NEL 69.0
371210 Corn Silag CP 8.05
371310 Corn Silag UIP 2.8175
371410 Corn Silag DIP 5.2325
371510 Corn Silag Sol CP 0.0
371610 Corn Silag P 0.25
371710 Corn Silag Ca 0.22
371810 Corn Silag RFV 145.0
371910 Corn Silag S 0.15
372010 Corn Silag K 1.17
372110 Corn Silag Mg 0.22
372210 Corn Silag Fat 3.0
372310 Corn Silag Na 0.01
372410 Corn Silag Cl 0.06
372510 Corn Silag Zn 21.0
372610 Corn Silag Mn 30.0
372710 Corn Silag Cu 10.0
372810 Corn Silag Fe 260.0
372910 Corn Silag Vitamin A 18000.0
373010 Corn Silag Vitamin D 0.0
373110 Corn Silag Vitamin E 10.0
373210 Corn Silag Se 0.0
373310 Corn Silag Co 0.0
373410 Corn Silag I 0.0
373510 Corn Silag FNDF 42.0
373610 Corn Silag UIP/CP 35.0
373710 Corn Silag Sol CP/CP 0.0
373810 Corn Silag Starch/NFC 0.0
373910 Corn Silag ARG 0.0
374010 Corn Silag HIS 0.0
374110 Corn Silag ILE 0.0
374210 Corn Silag LEU 0.0
374310 Corn Silag LYS 0.0
374410 Corn Silag MET 0.0
374510 Corn Silag CYS 0.0
374610 Corn Silag PHE 0.0
374710 Corn Silag THR 0.0
374810 Corn Silag TRP 0.0
374910 Corn Silag VAL 0.0
375010 Corn Silag AA#12 0.0
375110 Corn Silag AA#13 0.0
375210 Corn Silag % Forage 0.0
375310 Corn Silag Sugar % 0.0
375410 Corn Silag Rumensin 0.0
375510 Corn Silag Lignin 0.0
375610 Corn Silag DNDF 12 hours 0.0
375710 Corn Silag DNDF 30 hours 0.0
375810 Corn Silag Soluble fiber 0.0
375910 Corn Silag Rum Deg Starch 0.0
376010 Corn Silag Tot FA 0.0
376110 Corn Silag Unsat FA 0.0
376210 Corn Silag Mcal 0.0
376311 Almond Hul DM 91.0
376411 Almond Hul ADF 32.0
376511 Almond Hul NDF 40.0
376611 Almond Hul NFC 42.0
376711 Almond Hul Starch 0.0
376811 Almond Hul NEL 66.0
376911 Almond Hul CP 5.0
377011 Almond Hul UIP 1.75
377111 Almond Hul DIP 3.25
377211 Almond Hul Sol CP 0.0
377311 Almond Hul P 0.11
377411 Almond Hul Ca 0.22
377511 Almond Hul RFV 149.0
377611 Almond Hul S 0.11
377711 Almond Hul K 1.5
377811 Almond Hul Mg 0.13
377911 Almond Hul Fat 3.5
378011 Almond Hul Na 1.0
378111 Almond Hul Cl 1.0
378211 Almond Hul Zn 2.0
378311 Almond Hul Mn 2.0
378411 Almond Hul Cu 2.0
378511 Almond Hul Fe 2.0
378611 Almond Hul Vitamin A 2000.0
378711 Almond Hul Vitamin D 2000.0
378811 Almond Hul Vitamin E 2.0
378911 Almond Hul Se 0.0
379011 Almond Hul Co 0.0
379111 Almond Hul I 0.0
379211 Almond Hul FNDF 40.0
379311 Almond Hul UIP/CP 35.0
379411 Almond Hul Sol CP/CP 0.0
379511 Almond Hul Starch/NFC 0.0
379611 Almond Hul ARG 0.0
379711 Almond Hul HIS 0.0
379811 Almond Hul ILE 0.0
379911 Almond Hul LEU 0.0
380011 Almond Hul LYS 0.0
380111 Almond Hul MET 0.0
380211 Almond Hul CYS 0.0
380311 Almond Hul PHE 0.0
380411 Almond Hul THR 0.0
380511 Almond Hul TRP 0.0
380611 Almond Hul VAL 0.0
380711 Almond Hul AA#12 0.0
380811 Almond Hul AA#13 0.0
380911 Almond Hul % Forage 0.0
381011 Almond Hul Sugar % 0.0
381111 Almond Hul Rumensin 0.0
381211 Almond Hul Lignin 0.0
381311 Almond Hul DNDF 12 hours 0.0
381411 Almond Hul DNDF 30 hours 0.0
381511 Almond Hul Soluble fiber 0.0
381611 Almond Hul Rum Deg Starch 0.0
381711 Almond Hul Tot FA 0.0
381811 Almond Hul Unsat FA 0.0
381911 Almond Hul Mcal 0.0
382014 ClosePlt DM 92.0
382114 ClosePlt ADF 9.17674
382214 ClosePlt NDF 6.0
382314 ClosePlt NFC 18.0
382414 ClosePlt Starch 0.0
382514 ClosePlt NEL 51.6782
382614 ClosePlt CP 16.6985
382714 ClosePlt UIP 5.84681
382814 ClosePlt DIP 10.85169
382914 ClosePlt Sol CP 0.0
383014 ClosePlt P 1.09062
383114 ClosePlt Ca 8.25684
383214 ClosePlt RFV 1267.0
383314 ClosePlt S 1.93457
383414 ClosePlt K 0.790147
383514 ClosePlt Mg 2.12236
383614 ClosePlt Fat 1.42816
383714 ClosePlt Na 1.42014
383814 ClosePlt Cl 3.46718
383914 ClosePlt Zn 756.0
384014 ClosePlt Mn 633.0
384114 ClosePlt Cu 165.0
384214 ClosePlt Fe 576.0
384314 ClosePlt Vitamin A 61000.0
384414 ClosePlt Vitamin D 11000.0
384514 ClosePlt Vitamin E 200.0
384614 ClosePlt Se 4.49416
384714 ClosePlt Co 324.093
384814 ClosePlt I 971.255
384914 ClosePlt FNDF 6.0
385014 ClosePlt UIP/CP 35.013983
385114 ClosePlt Sol CP/CP 0.0
385214 ClosePlt Starch/NFC 0.0
385314 ClosePlt ARG 0.0
385414 ClosePlt HIS 0.0
385514 ClosePlt ILE 0.0
385614 ClosePlt LEU 0.0
385714 ClosePlt LYS 0.0
385814 ClosePlt MET 0.0
385914 ClosePlt CYS 0.0
386014 ClosePlt PHE 0.0
386114 ClosePlt THR 0.0
386214 ClosePlt TRP 0.0
386314 ClosePlt VAL 0.0
386414 ClosePlt AA#12 0.0
386514 ClosePlt AA#13 0.0
386614 ClosePlt % Forage 0.0
386714 ClosePlt Sugar % 0.0
386814 ClosePlt Rumensin 0.0
386914 ClosePlt Lignin 0.0
387014 ClosePlt DNDF 12 hours 0.0
387114 ClosePlt DNDF 30 hours 0.0
387214 ClosePlt Soluble fiber 0.0
387314 ClosePlt Rum Deg Starch 0.0
387414 ClosePlt Tot FA 0.0
387514 ClosePlt Unsat FA 0.0
387614 ClosePlt Mcal 0.0
387716 Corn1%fat DM 87.0
387816 Corn1%fat ADF 3.0
387916 Corn1%fat NDF 0.0
388016 Corn1%fat NFC 75.0
388116 Corn1%fat Starch 0.0
388216 Corn1%fat NEL 96.0
388316 Corn1%fat CP 10.0
388416 Corn1%fat UIP 5.0
388516 Corn1%fat DIP 5.0
388616 Corn1%fat Sol CP 0.0
388716 Corn1%fat P 0.29
388816 Corn1%fat Ca 0.04
388916 Corn1%fat RFV 0.0
389016 Corn1%fat S 0.12
389116 Corn1%fat K 0.37
389216 Corn1%fat Mg 0.14
389316 Corn1%fat Fat 5.0
389416 Corn1%fat Na 0.03
389516 Corn1%fat Cl 0.05
389616 Corn1%fat Zn 14.0
389716 Corn1%fat Mn 5.0
389816 Corn1%fat Cu 4.0
389916 Corn1%fat Fe 0.0
390016 Corn1%fat Vitamin A 1000.0
390116 Corn1%fat Vitamin D 0.0
390216 Corn1%fat Vitamin E 25.0
390316 Corn1%fat Se 6.0
390416 Corn1%fat Co 0.0
390516 Corn1%fat I 0.0
390616 Corn1%fat FNDF 0.0
390716 Corn1%fat UIP/CP 50.0
390816 Corn1%fat Sol CP/CP 0.0
390916 Corn1%fat Starch/NFC 0.0
391016 Corn1%fat ARG 0.0
391116 Corn1%fat HIS 0.0
391216 Corn1%fat ILE 0.0
391316 Corn1%fat LEU 0.0
391416 Corn1%fat LYS 0.0
391516 Corn1%fat MET 0.0
391616 Corn1%fat CYS 0.0
391716 Corn1%fat PHE 0.0
391816 Corn1%fat THR 0.0
391916 Corn1%fat TRP 0.0
392016 Corn1%fat VAL 0.0
392116 Corn1%fat AA#12 0.0
392216 Corn1%fat AA#13 0.0
392316 Corn1%fat % Forage 0.0
392416 Corn1%fat Sugar % 0.0
392516 Corn1%fat Rumensin 0.0
392616 Corn1%fat Lignin 0.0
392716 Corn1%fat DNDF 12 hours 0.0
392816 Corn1%fat DNDF 30 hours 0.0
392916 Corn1%fat Soluble fiber 0.0
393016 Corn1%fat Rum Deg Starch 0.0
393116 Corn1%fat Tot FA 0.0
393216 Corn1%fat Unsat FA 0.0
393316 Corn1%fat Mcal 0.0
393418 Dry Min DM 100.0
393518 Dry Min ADF 0.298986
393618 Dry Min NDF 0.0
393718 Dry Min NFC 0.0
393818 Dry Min Starch 0.0
393918 Dry Min NEL 0.029899
394018 Dry Min CP 0.029899
394118 Dry Min UIP 0.029899
394218 Dry Min DIP 0.0
394318 Dry Min Sol CP 0.0
394418 Dry Min P 5.96361
394518 Dry Min Ca 14.5367
394618 Dry Min RFV 0.0
394718 Dry Min S 6.12017
394818 Dry Min K 0.29404
394918 Dry Min Mg 13.1702
395018 Dry Min Fat 0.269087
395118 Dry Min Na 2.70124
395218 Dry Min Cl 6.68903
395318 Dry Min Zn 3937.0
395418 Dry Min Mn 3254.0
395518 Dry Min Cu 852.0
395618 Dry Min Fe 5020.0
395718 Dry Min Vitamin A 312000.0
395818 Dry Min Vitamin D 53000.0
395918 Dry Min Vitamin E 1260.0
396018 Dry Min Se 23.3209
396118 Dry Min Co 1111.99
396218 Dry Min I 1905.42
396318 Dry Min FNDF 0.0
396418 Dry Min UIP/CP 100.0
396518 Dry Min Sol CP/CP 0.0
396618 Dry Min Starch/NFC 0.0
396718 Dry Min ARG 0.0
396818 Dry Min HIS 0.0
396918 Dry Min ILE 0.0
397018 Dry Min LEU 0.0
397118 Dry Min LYS 0.0
397218 Dry Min MET 0.0
397318 Dry Min CYS 0.0
397418 Dry Min PHE 0.0
397518 Dry Min THR 0.0
397618 Dry Min TRP 0.0
397718 Dry Min VAL 0.0
397818 Dry Min AA#12 0.0
397918 Dry Min AA#13 0.0
398018 Dry Min % Forage 0.0
398118 Dry Min Sugar % 0.0
398218 Dry Min Rumensin 0.0
398318 Dry Min Lignin 0.0
398418 Dry Min DNDF 12 hours 0.0
398518 Dry Min DNDF 30 hours 0.0
398618 Dry Min Soluble fiber 0.0
398718 Dry Min Rum Deg Starch 0.0
398818 Dry Min Tot FA 0.0
398918 Dry Min Unsat FA 0.0
399018 Dry Min Mcal 0.0
399119 Comm Mix DM 89.0
399219 Comm Mix ADF 4.75375
399319 Comm Mix NDF 0.0
399419 Comm Mix NFC 25.0
399519 Comm Mix Starch 0.0
399619 Comm Mix NEL 60.4373
399719 Comm Mix CP 27.9678
399819 Comm Mix UIP 5.29465
399919 Comm Mix DIP 22.67315
400019 Comm Mix Sol CP 0.0
400119 Comm Mix P 0.51397
400219 Comm Mix Ca 5.48994
400319 Comm Mix RFV 0.0
400419 Comm Mix S 0.529512
400519 Comm Mix K 1.35966
400619 Comm Mix Mg 1.48082
400719 Comm Mix Fat 3.75706
400819 Comm Mix Na 3.99912
400919 Comm Mix Cl 3.96267
401019 Comm Mix Zn 688.0
401119 Comm Mix Mn 572.0
401219 Comm Mix Cu 159.0
401319 Comm Mix Fe 304.0
401419 Comm Mix Vitamin A 54000.0
401519 Comm Mix Vitamin D 9000.0
401619 Comm Mix Vitamin E 116.0
401719 Comm Mix Se 4.30981
401819 Comm Mix Co 1014.47
401919 Comm Mix I 976.699
402019 Comm Mix FNDF 0.0
402119 Comm Mix UIP/CP 18.931235
402219 Comm Mix Sol CP/CP 0.0
402319 Comm Mix Starch/NFC 0.0
402419 Comm Mix ARG 0.0
402519 Comm Mix HIS 0.0
402619 Comm Mix ILE 0.0
402719 Comm Mix LEU 0.0
402819 Comm Mix LYS 0.0
402919 Comm Mix MET 0.0
403019 Comm Mix CYS 0.0
403119 Comm Mix PHE 0.0
403219 Comm Mix THR 0.0
403319 Comm Mix TRP 0.0
403419 Comm Mix VAL 0.0
403519 Comm Mix AA#12 0.0
403619 Comm Mix AA#13 0.0
403719 Comm Mix % Forage 0.0
403819 Comm Mix Sugar % 0.0
403919 Comm Mix Rumensin 0.0
404019 Comm Mix Lignin 0.0
404119 Comm Mix DNDF 12 hours 0.0
404219 Comm Mix DNDF 30 hours 0.0
404319 Comm Mix Soluble fiber 0.0
404419 Comm Mix Rum Deg Starch 0.0
404519 Comm Mix Tot FA 0.0
404619 Comm Mix Unsat FA 0.0
404719 Comm Mix Mcal 0.0
404820 On Farm DM 54.0
404920 On Farm ADF 20.256
405020 On Farm NDF 26.0
405120 On Farm NFC 43.0
405220 On Farm Starch 0.0
405320 On Farm NEL 82.3877
405420 On Farm CP 13.8157
405520 On Farm UIP 4.93348
405620 On Farm DIP 8.88222
405720 On Farm Sol CP 0.0
405820 On Farm P 0.2982
405920 On Farm Ca 0.630748
406020 On Farm RFV 262.0
406120 On Farm S 0.190335
406220 On Farm K 1.24898
406320 On Farm Mg 0.236174
406420 On Farm Fat 5.82244
406520 On Farm Na 0.06431
406620 On Farm Cl 0.073093
406720 On Farm Zn 21.0
406820 On Farm Mn 20.0
406920 On Farm Cu 7.0
407020 On Farm Fe 138.0
407120 On Farm Vitamin A 28000.0
407220 On Farm Vitamin D 0.0
407320 On Farm Vitamin E 24.0
407420 On Farm Se 2.22113
407520 On Farm Co 0.0
407620 On Farm I 0.0
407720 On Farm FNDF 26.0
407820 On Farm UIP/CP 35.709229
407920 On Farm Sol CP/CP 0.0
408020 On Farm Starch/NFC 0.0
408120 On Farm ARG 0.0
408220 On Farm HIS 0.0
408320 On Farm ILE 0.0
408420 On Farm LEU 0.0
408520 On Farm LYS 0.0
408620 On Farm MET 0.0
408720 On Farm CYS 0.0
408820 On Farm PHE 0.0
408920 On Farm THR 0.0
409020 On Farm TRP 0.0
409120 On Farm VAL 0.0
409220 On Farm AA#12 0.0
409320 On Farm AA#13 0.0
409420 On Farm % Forage 0.0
409520 On Farm Sugar % 0.0
409620 On Farm Rumensin 0.0
409720 On Farm Lignin 0.0
409820 On Farm DNDF 12 hours 0.0
409920 On Farm DNDF 30 hours 0.0
410020 On Farm Soluble fiber 0.0
410120 On Farm Rum Deg Starch 0.0
410220 On Farm Tot FA 0.0
410320 On Farm Unsat FA 0.0
410420 On Farm Mcal 0.0
41051 Big Sq155 DM 90.0
41061 Big Sq155 ADF 30.0
41071 Big Sq155 NDF 39.0
41081 Big Sq155 NFC 22.5
41091 Big Sq155 Starch 0.0
41101 Big Sq155 NEL 67.0
41111 Big Sq155 CP 22.5
41121 Big Sq155 UIP 5.5
41131 Big Sq155 DIP 17.0
41141 Big Sq155 Sol CP 0.0
41151 Big Sq155 P 0.3
41161 Big Sq155 Ca 1.5
41171 Big Sq155 RFV 156.0
41181 Big Sq155 S 0.3
41191 Big Sq155 K 2.12
41201 Big Sq155 Mg 0.3
41211 Big Sq155 Fat 3.6
41221 Big Sq155 Na 0.15
41231 Big Sq155 Cl 0.09
41241 Big Sq155 Zn 27.0
41251 Big Sq155 Mn 34.0
41261 Big Sq155 Cu 9.0
41271 Big Sq155 Fe 227.0
41281 Big Sq155 Vitamin A 81000.0
41291 Big Sq155 Vitamin D 2000.0
41301 Big Sq155 Vitamin E 24.0
41311 Big Sq155 Se 0.0
41321 Big Sq155 Co 0.0
41331 Big Sq155 I 0.0
41341 Big Sq155 FNDF 39.0
41351 Big Sq155 UIP/CP 24.444444
41361 Big Sq155 Sol CP/CP 0.0
41371 Big Sq155 Starch/NFC 0.0
41381 Big Sq155 ARG 0.0
41391 Big Sq155 HIS 0.0
41401 Big Sq155 ILE 0.0
41411 Big Sq155 LEU 0.0
41421 Big Sq155 LYS 0.0
41431 Big Sq155 MET 0.0
41441 Big Sq155 CYS 0.0
41451 Big Sq155 PHE 0.0
41461 Big Sq155 THR 0.0
41471 Big Sq155 TRP 0.0
41481 Big Sq155 VAL 0.0
41491 Big Sq155 AA#12 0.0
41501 Big Sq155 AA#13 0.0
41511 Big Sq155 % Forage 0.0
41521 Big Sq155 Sugar % 0.0
41531 Big Sq155 Rumensin 0.0
41541 Big Sq155 Lignin 0.0
41551 Big Sq155 DNDF 12 hours 0.0
41561 Big Sq155 DNDF 30 hours 0.0
41571 Big Sq155 Soluble fiber 0.0
41581 Big Sq155 Rum Deg Starch 0.0
41591 Big Sq155 Tot FA 0.0
41601 Big Sq155 Unsat FA 0.0
41611 Big Sq155 Mcal 0.0
41622 Hay#1-200 DM 90.0
41632 Hay#1-200 ADF 26.0
41642 Hay#1-200 NDF 32.0
41652 Hay#1-200 NFC 25.0
41662 Hay#1-200 Starch 0.0
41672 Hay#1-200 NEL 67.0
41682 Hay#1-200 CP 25.0
41692 Hay#1-200 UIP 6.0
41702 Hay#1-200 DIP 19.0
41712 Hay#1-200 Sol CP 0.0
41722 Hay#1-200 P 0.3
41732 Hay#1-200 Ca 1.5
41742 Hay#1-200 RFV 200.0
41752 Hay#1-200 S 0.3
41762 Hay#1-200 K 2.5
41772 Hay#1-200 Mg 0.3
41782 Hay#1-200 Fat 3.6
41792 Hay#1-200 Na 0.15
41802 Hay#1-200 Cl 0.09
41812 Hay#1-200 Zn 27.0
41822 Hay#1-200 Mn 34.0
41832 Hay#1-200 Cu 9.0
41842 Hay#1-200 Fe 227.0
41852 Hay#1-200 Vitamin A 81000.0
41862 Hay#1-200 Vitamin D 2000.0
41872 Hay#1-200 Vitamin E 24.0
41882 Hay#1-200 Se 0.0
41892 Hay#1-200 Co 0.0
41902 Hay#1-200 I 0.0
41912 Hay#1-200 FNDF 32.0
41922 Hay#1-200 UIP/CP 24.0
41932 Hay#1-200 Sol CP/CP 0.0
41942 Hay#1-200 Starch/NFC 0.0
41952 Hay#1-200 ARG 0.0
41962 Hay#1-200 HIS 0.0
41972 Hay#1-200 ILE 0.0
41982 Hay#1-200 LEU 0.0
41992 Hay#1-200 LYS 0.0
42002 Hay#1-200 MET 0.0
42012 Hay#1-200 CYS 0.0
42022 Hay#1-200 PHE 0.0
42032 Hay#1-200 THR 0.0
42042 Hay#1-200 TRP 0.0
42052 Hay#1-200 VAL 0.0
42062 Hay#1-200 AA#12 0.0
42072 Hay#1-200 AA#13 0.0
42082 Hay#1-200 % Forage 0.0
42092 Hay#1-200 Sugar % 0.0
42102 Hay#1-200 Rumensin 0.0
42112 Hay#1-200 Lignin 0.0
42122 Hay#1-200 DNDF 12 hours 0.0
42132 Hay#1-200 DNDF 30 hours 0.0
42142 Hay#1-200 Soluble fiber 0.0
42152 Hay#1-200 Rum Deg Starch 0.0
42162 Hay#1-200 Tot FA 0.0
42172 Hay#1-200 Unsat FA 0.0
42182 Hay#1-200 Mcal 0.0
42193 Hay#2-145 DM 87.0
42203 Hay#2-145 ADF 32.0
42213 Hay#2-145 NDF 42.0
42223 Hay#2-145 NFC 17.0
42233 Hay#2-145 Starch 0.0
42243 Hay#2-145 NEL 65.0
42253 Hay#2-145 CP 21.0
42263 Hay#2-145 UIP 5.25
42273 Hay#2-145 DIP 15.75
42283 Hay#2-145 Sol CP 0.0
42293 Hay#2-145 P 0.3
42303 Hay#2-145 Ca 1.5
42313 Hay#2-145 RFV 142.0
42323 Hay#2-145 S 0.3
42333 Hay#2-145 K 2.3
42343 Hay#2-145 Mg 0.3
42353 Hay#2-145 Fat 3.6
42363 Hay#2-145 Na 0.15
42373 Hay#2-145 Cl 0.09
42383 Hay#2-145 Zn 27.0
42393 Hay#2-145 Mn 34.0
42403 Hay#2-145 Cu 9.0
42413 Hay#2-145 Fe 227.0
42423 Hay#2-145 Vitamin A 81000.0
42433 Hay#2-145 Vitamin D 2000.0
42443 Hay#2-145 Vitamin E 24.0
42453 Hay#2-145 Se 0.0
42463 Hay#2-145 Co 0.0
42473 Hay#2-145 I 0.0
42483 Hay#2-145 FNDF 42.0
42493 Hay#2-145 UIP/CP 25.0
42503 Hay#2-145 Sol CP/CP 0.0
42513 Hay#2-145 Starch/NFC 0.0
42523 Hay#2-145 ARG 0.0
42533 Hay#2-145 HIS 0.0
42543 Hay#2-145 ILE 0.0
42553 Hay#2-145 LEU 0.0
42563 Hay#2-145 LYS 0.0
42573 Hay#2-145 MET 0.0
42583 Hay#2-145 CYS 0.0
42593 Hay#2-145 PHE 0.0
42603 Hay#2-145 THR 0.0
42613 Hay#2-145 TRP 0.0
42623 Hay#2-145 VAL 0.0
42633 Hay#2-145 AA#12 0.0
42643 Hay#2-145 AA#13 0.0
42653 Hay#2-145 % Forage 0.0
42663 Hay#2-145 Sugar % 0.0
42673 Hay#2-145 Rumensin 0.0
42683 Hay#2-145 Lignin 0.0
42693 Hay#2-145 DNDF 12 hours 0.0
42703 Hay#2-145 DNDF 30 hours 0.0
42713 Hay#2-145 Soluble fiber 0.0
42723 Hay#2-145 Rum Deg Starch 0.0
42733 Hay#2-145 Tot FA 0.0
42743 Hay#2-145 Unsat FA 0.0
42753 Hay#2-145 Mcal 0.0
42764 Oat Hay DM 87.0
42774 Oat Hay ADF 42.0
42784 Oat Hay NDF 57.0
42794 Oat Hay NFC 13.0
42804 Oat Hay Starch 0.0
42814 Oat Hay NEL 56.0
42824 Oat Hay CP 14.0
42834 Oat Hay UIP 3.5
42844 Oat Hay DIP 10.5
42854 Oat Hay Sol CP 0.0
42864 Oat Hay P 0.25
42874 Oat Hay Ca 0.6
42884 Oat Hay RFV 92.0
42894 Oat Hay S 0.3
42904 Oat Hay K 1.7
42914 Oat Hay Mg 0.2
42924 Oat Hay Fat 3.6
42934 Oat Hay Na 0.15
42944 Oat Hay Cl 0.09
42954 Oat Hay Zn 27.0
42964 Oat Hay Mn 34.0
42974 Oat Hay Cu 9.0
42984 Oat Hay Fe 227.0
42994 Oat Hay Vitamin A 81000.0
43004 Oat Hay Vitamin D 2000.0
43014 Oat Hay Vitamin E 24.0
43024 Oat Hay Se 0.0
43034 Oat Hay Co 0.0
43044 Oat Hay I 0.0
43054 Oat Hay FNDF 57.0
43064 Oat Hay UIP/CP 25.0
43074 Oat Hay Sol CP/CP 0.0
43084 Oat Hay Starch/NFC 0.0
43094 Oat Hay ARG 0.0
43104 Oat Hay HIS 0.0
43114 Oat Hay ILE 0.0
43124 Oat Hay LEU 0.0
43134 Oat Hay LYS 0.0
43144 Oat Hay MET 0.0
43154 Oat Hay CYS 0.0
43164 Oat Hay PHE 0.0
43174 Oat Hay THR 0.0
43184 Oat Hay TRP 0.0
43194 Oat Hay VAL 0.0
43204 Oat Hay AA#12 0.0
43214 Oat Hay AA#13 0.0
43224 Oat Hay % Forage 0.0
43234 Oat Hay Sugar % 0.0
43244 Oat Hay Rumensin 0.0
43254 Oat Hay Lignin 0.0
43264 Oat Hay DNDF 12 hours 0.0
43274 Oat Hay DNDF 30 hours 0.0
43284 Oat Hay Soluble fiber 0.0
43294 Oat Hay Rum Deg Starch 0.0
43304 Oat Hay Tot FA 0.0
43314 Oat Hay Unsat FA 0.0
43324 Oat Hay Mcal 0.0
43335 Hlg 200 DM 36.0
43345 Hlg 200 ADF 28.0
43355 Hlg 200 NDF 37.0
43365 Hlg 200 NFC 25.0
43375 Hlg 200 Starch 0.0
43385 Hlg 200 NEL 66.0
43395 Hlg 200 CP 24.0
43405 Hlg 200 UIP 6.0
43415 Hlg 200 DIP 18.0
43425 Hlg 200 Sol CP 0.0
43435 Hlg 200 P 0.28
43445 Hlg 200 Ca 1.55
43455 Hlg 200 RFV 169.0
43465 Hlg 200 S 0.3
43475 Hlg 200 K 2.58
43485 Hlg 200 Mg 0.26
43495 Hlg 200 Fat 3.8
43505 Hlg 200 Na 0.15
43515 Hlg 200 Cl 0.09
43525 Hlg 200 Zn 27.0
43535 Hlg 200 Mn 34.0
43545 Hlg 200 Cu 9.0
43555 Hlg 200 Fe 227.0
43565 Hlg 200 Vitamin A 81000.0
43575 Hlg 200 Vitamin D 2000.0
43585 Hlg 200 Vitamin E 24.0
43595 Hlg 200 Se 0.0
43605 Hlg 200 Co 0.0
43615 Hlg 200 I 0.0
43625 Hlg 200 FNDF 37.0
43635 Hlg 200 UIP/CP 25.0
43645 Hlg 200 Sol CP/CP 0.0
43655 Hlg 200 Starch/NFC 0.0
43665 Hlg 200 ARG 0.0
43675 Hlg 200 HIS 0.0
43685 Hlg 200 ILE 0.0
43695 Hlg 200 LEU 0.0
43705 Hlg 200 LYS 0.0
43715 Hlg 200 MET 0.0
43725 Hlg 200 CYS 0.0
43735 Hlg 200 PHE 0.0
43745 Hlg 200 THR 0.0
43755 Hlg 200 TRP 0.0
43765 Hlg 200 VAL 0.0
43775 Hlg 200 AA#12 0.0
43785 Hlg 200 AA#13 0.0
43795 Hlg 200 % Forage 0.0
43805 Hlg 200 Sugar % 0.0
43815 Hlg 200 Rumensin 0.0
43825 Hlg 200 Lignin 0.0
43835 Hlg 200 DNDF 12 hours 0.0
43845 Hlg 200 DNDF 30 hours 0.0
43855 Hlg 200 Soluble fiber 0.0
43865 Hlg 200 Rum Deg Starch 0.0
43875 Hlg 200 Tot FA 0.0
43885 Hlg 200 Unsat FA 0.0
43895 Hlg 200 Mcal 0.0
43906 Rye Silage DM 35.0
43916 Rye Silage ADF 36.0
43926 Rye Silage NDF 48.0
43936 Rye Silage NFC 26.0
43946 Rye Silage Starch 0.0
43956 Rye Silage NEL 64.0
43966 Rye Silage CP 13.0
43976 Rye Silage UIP 4.55
43986 Rye Silage DIP 8.45
43996 Rye Silage Sol CP 0.0
44006 Rye Silage P 0.31
44016 Rye Silage Ca 0.3
44026 Rye Silage RFV 118.0
44036 Rye Silage S 0.28
44046 Rye Silage K 1.25
44056 Rye Silage Mg 0.12
44066 Rye Silage Fat 3.0
44076 Rye Silage Na 0.14
44086 Rye Silage Cl 0.3
44096 Rye Silage Zn 24.0
44106 Rye Silage Mn 31.0
44116 Rye Silage Cu 11.0
44126 Rye Silage Fe 195.0
44136 Rye Silage Vitamin A 55000.0
44146 Rye Silage Vitamin D 2000.0
44156 Rye Silage Vitamin E 25.0
44166 Rye Silage Se 0.0
44176 Rye Silage Co 0.0
44186 Rye Silage I 0.32
44196 Rye Silage FNDF 48.0
44206 Rye Silage UIP/CP 35.0
44216 Rye Silage Sol CP/CP 0.0
44226 Rye Silage Starch/NFC 0.0
44236 Rye Silage ARG 0.0
44246 Rye Silage HIS 0.0
44256 Rye Silage ILE 0.0
44266 Rye Silage LEU 0.0
44276 Rye Silage LYS 0.0
44286 Rye Silage MET 0.0
44296 Rye Silage CYS 0.0
44306 Rye Silage PHE 0.0
44316 Rye Silage THR 0.0
44326 Rye Silage TRP 0.0
44336 Rye Silage VAL 0.0
44346 Rye Silage AA#12 0.0
44356 Rye Silage AA#13 0.0
44366 Rye Silage % Forage 0.0
44376 Rye Silage Sugar % 0.0
44386 Rye Silage Rumensin 0.0
44396 Rye Silage Lignin 0.0
44406 Rye Silage DNDF 12 hours 0.0
44416 Rye Silage DNDF 30 hours 0.0
44426 Rye Silage Soluble fiber 0.0
44436 Rye Silage Rum Deg Starch 0.0
44446 Rye Silage Tot FA 0.0
44456 Rye Silage Unsat FA 0.0
44466 Rye Silage Mcal 0.0
44477 Dry Haylg DM 40.0
44487 Dry Haylg ADF 37.0
44497 Dry Haylg NDF 50.0
44507 Dry Haylg NFC 16.0
44517 Dry Haylg Starch 0.0
44527 Dry Haylg NEL 62.0
44537 Dry Haylg CP 17.0
44547 Dry Haylg UIP 4.25
44557 Dry Haylg DIP 12.75
44567 Dry Haylg Sol CP 0.0
44577 Dry Haylg P 0.25
44587 Dry Haylg Ca 1.1
44597 Dry Haylg RFV 112.0
44607 Dry Haylg S 0.3
44617 Dry Haylg K 2.2
44627 Dry Haylg Mg 0.22
44637 Dry Haylg Fat 3.8
44647 Dry Haylg Na 0.15
44657 Dry Haylg Cl 0.09
44667 Dry Haylg Zn 27.0
44677 Dry Haylg Mn 34.0
44687 Dry Haylg Cu 9.0
44697 Dry Haylg Fe 227.0
44707 Dry Haylg Vitamin A 81000.0
44717 Dry Haylg Vitamin D 2000.0
44727 Dry Haylg Vitamin E 24.0
44737 Dry Haylg Se 0.0
44747 Dry Haylg Co 0.0
44757 Dry Haylg I 0.0
44767 Dry Haylg FNDF 50.0
44777 Dry Haylg UIP/CP 25.0
44787 Dry Haylg Sol CP/CP 0.0
44797 Dry Haylg Starch/NFC 0.0
44807 Dry Haylg ARG 0.0
44817 Dry Haylg HIS 0.0
44827 Dry Haylg ILE 0.0
44837 Dry Haylg LEU 0.0
44847 Dry Haylg LYS 0.0
44857 Dry Haylg MET 0.0
44867 Dry Haylg CYS 0.0
44877 Dry Haylg PHE 0.0
44887 Dry Haylg THR 0.0
44897 Dry Haylg TRP 0.0
44907 Dry Haylg VAL 0.0
44917 Dry Haylg AA#12 0.0
44927 Dry Haylg AA#13 0.0
44937 Dry Haylg % Forage 0.0
44947 Dry Haylg Sugar % 0.0
44957 Dry Haylg Rumensin 0.0
44967 Dry Haylg Lignin 0.0
44977 Dry Haylg DNDF 12 hours 0.0
44987 Dry Haylg DNDF 30 hours 0.0
44997 Dry Haylg Soluble fiber 0.0
45007 Dry Haylg Rum Deg Starch 0.0
45017 Dry Haylg Tot FA 0.0
45027 Dry Haylg Unsat FA 0.0
45037 Dry Haylg Mcal 0.0
450410 Corn Silag DM 31.0
450510 Corn Silag ADF 30.0
450610 Corn Silag NDF 44.0
450710 Corn Silag NFC 34.7
450810 Corn Silag Starch 0.0
450910 Corn Silag NEL 70.0
451010 Corn Silag CP 8.3
451110 Corn Silag UIP 3.071
451210 Corn Silag DIP 5.229
451310 Corn Silag Sol CP 0.0
451410 Corn Silag P 0.25
451510 Corn Silag Ca 0.22
451610 Corn Silag RFV 139.0
451710 Corn Silag S 0.15
451810 Corn Silag K 1.17
451910 Corn Silag Mg 0.22
452010 Corn Silag Fat 3.0
452110 Corn Silag Na 0.01
452210 Corn Silag Cl 0.06
452310 Corn Silag Zn 21.0
452410 Corn Silag Mn 30.0
452510 Corn Silag Cu 10.0
452610 Corn Silag Fe 260.0
452710 Corn Silag Vitamin A 18000.0
452810 Corn Silag Vitamin D 0.0
452910 Corn Silag Vitamin E 10.0
453010 Corn Silag Se 0.0
453110 Corn Silag Co 0.0
453210 Corn Silag I 0.0
453310 Corn Silag FNDF 44.0
453410 Corn Silag UIP/CP 37.0
453510 Corn Silag Sol CP/CP 0.0
453610 Corn Silag Starch/NFC 0.0
453710 Corn Silag ARG 0.0
453810 Corn Silag HIS 0.0
453910 Corn Silag ILE 0.0
454010 Corn Silag LEU 0.0
454110 Corn Silag LYS 0.0
454210 Corn Silag MET 0.0
454310 Corn Silag CYS 0.0
454410 Corn Silag PHE 0.0
454510 Corn Silag THR 0.0
454610 Corn Silag TRP 0.0
454710 Corn Silag VAL 0.0
454810 Corn Silag AA#12 0.0
454910 Corn Silag AA#13 0.0
455010 Corn Silag % Forage 0.0
455110 Corn Silag Sugar % 0.0
455210 Corn Silag Rumensin 0.0
455310 Corn Silag Lignin 0.0
455410 Corn Silag DNDF 12 hours 0.0
455510 Corn Silag DNDF 30 hours 0.0
455610 Corn Silag Soluble fiber 0.0
455710 Corn Silag Rum Deg Starch 0.0
455810 Corn Silag Tot FA 0.0
455910 Corn Silag Unsat FA 0.0
456010 Corn Silag Mcal 0.0
456113 MollCane DM 65.0
456213 MollCane ADF 1.0
456313 MollCane NDF 1.0
456413 MollCane NFC 80.0
456513 MollCane Starch 0.0
456613 MollCane NEL 97.3
456713 MollCane CP 6.0
456813 MollCane UIP 3.45
456913 MollCane DIP 2.55
457013 MollCane Sol CP 0.0
457113 MollCane P 0.77
457213 MollCane Ca 0.99
457313 MollCane RFV 8197.0
457413 MollCane S 0.85
457513 MollCane K 2.6
457613 MollCane Mg 0.39
457713 MollCane Fat 7.7
457813 MollCane Na 0.99
457913 MollCane Cl 0.5
458013 MollCane Zn 1.0
458113 MollCane Mn 1.0
458213 MollCane Cu 1.0
458313 MollCane Fe 775.0
458413 MollCane Vitamin A 1000.0
458513 MollCane Vitamin D 1000.0
458613 MollCane Vitamin E 1.0
458713 MollCane Se 0.0
458813 MollCane Co 0.0
458913 MollCane I 0.0
459013 MollCane FNDF 1.0
459113 MollCane UIP/CP 57.5
459213 MollCane Sol CP/CP 0.0
459313 MollCane Starch/NFC 0.0
459413 MollCane ARG 0.0
459513 MollCane HIS 0.0
459613 MollCane ILE 0.0
459713 MollCane LEU 0.0
459813 MollCane LYS 0.0
459913 MollCane MET 0.0
460013 MollCane CYS 0.0
460113 MollCane PHE 0.0
460213 MollCane THR 0.0
460313 MollCane TRP 0.0
460413 MollCane VAL 0.0
460513 MollCane AA#12 0.0
460613 MollCane AA#13 0.0
460713 MollCane % Forage 0.0
460813 MollCane Sugar % 0.0
460913 MollCane Rumensin 0.0
461013 MollCane Lignin 0.0
461113 MollCane DNDF 12 hours 0.0
461213 MollCane DNDF 30 hours 0.0
461313 MollCane Soluble fiber 0.0
461413 MollCane Rum Deg Starch 0.0
461513 MollCane Tot FA 0.0
461613 MollCane Unsat FA 0.0
461713 MollCane Mcal 0.0
461815 Nut Pellt DM 92.0
461915 Nut Pellt ADF 2.5
462015 Nut Pellt NDF 7.1
462115 Nut Pellt NFC 25.0
462215 Nut Pellt Starch 0.0
462315 Nut Pellt NEL 50.0
462415 Nut Pellt CP 44.0
462515 Nut Pellt UIP 15.4
462615 Nut Pellt DIP 28.6
462715 Nut Pellt Sol CP 0.0
462815 Nut Pellt P 1.2
462915 Nut Pellt Ca 4.7
463015 Nut Pellt RFV 1139.0
463115 Nut Pellt S 0.5
463215 Nut Pellt K 0.8
463315 Nut Pellt Mg 1.7
463415 Nut Pellt Fat 0.124158
463515 Nut Pellt Na 4.5
463615 Nut Pellt Cl 8.80366
463715 Nut Pellt Zn 1500.0
463815 Nut Pellt Mn 1200.0
463915 Nut Pellt Cu 204.0
464015 Nut Pellt Fe 500.0
464115 Nut Pellt Vitamin A 67000.0
464215 Nut Pellt Vitamin D 32000.0
464315 Nut Pellt Vitamin E 96.0
464415 Nut Pellt Se 10.4293
464515 Nut Pellt Co 2160.34
464615 Nut Pellt I 2106.54
464715 Nut Pellt FNDF 7.1
464815 Nut Pellt UIP/CP 35.0
464915 Nut Pellt Sol CP/CP 0.0
465015 Nut Pellt Starch/NFC 0.0
465115 Nut Pellt ARG 0.0
465215 Nut Pellt HIS 0.0
465315 Nut Pellt ILE 0.0
465415 Nut Pellt LEU 0.0
465515 Nut Pellt LYS 0.0
465615 Nut Pellt MET 0.0
465715 Nut Pellt CYS 0.0
465815 Nut Pellt PHE 0.0
465915 Nut Pellt THR 0.0
466015 Nut Pellt TRP 0.0
466115 Nut Pellt VAL 0.0
466215 Nut Pellt AA#12 0.0
466315 Nut Pellt AA#13 0.0
466415 Nut Pellt % Forage 0.0
466515 Nut Pellt Sugar % 0.0
466615 Nut Pellt Rumensin 0.0
466715 Nut Pellt Lignin 0.0
466815 Nut Pellt DNDF 12 hours 0.0
466915 Nut Pellt DNDF 30 hours 0.0
467015 Nut Pellt Soluble fiber 0.0
467115 Nut Pellt Rum Deg Starch 0.0
467215 Nut Pellt Tot FA 0.0
467315 Nut Pellt Unsat FA 0.0
467415 Nut Pellt Mcal 0.0
467516 SF Corn DM 87.0
467616 SF Corn ADF 3.0
467716 SF Corn NDF 0.0
467816 SF Corn NFC 75.0
467916 SF Corn Starch 0.0
468016 SF Corn NEL 93.0
468116 SF Corn CP 10.0
468216 SF Corn UIP 5.0
468316 SF Corn DIP 5.0
468416 SF Corn Sol CP 0.0
468516 SF Corn P 0.29
468616 SF Corn Ca 0.04
468716 SF Corn RFV 0.0
468816 SF Corn S 0.12
468916 SF Corn K 0.37
469016 SF Corn Mg 0.14
469116 SF Corn Fat 4.0
469216 SF Corn Na 0.03
469316 SF Corn Cl 0.05
469416 SF Corn Zn 14.0
469516 SF Corn Mn 5.0
469616 SF Corn Cu 4.0
469716 SF Corn Fe 0.0
469816 SF Corn Vitamin A 1000.0
469916 SF Corn Vitamin D 0.0
470016 SF Corn Vitamin E 25.0
470116 SF Corn Se 6.0
470216 SF Corn Co 0.0
470316 SF Corn I 0.0
470416 SF Corn FNDF 0.0
470516 SF Corn UIP/CP 50.0
470616 SF Corn Sol CP/CP 0.0
470716 SF Corn Starch/NFC 0.0
470816 SF Corn ARG 0.0
470916 SF Corn HIS 0.0
471016 SF Corn ILE 0.0
471116 SF Corn LEU 0.0
471216 SF Corn LYS 0.0
471316 SF Corn MET 0.0
471416 SF Corn CYS 0.0
471516 SF Corn PHE 0.0
471616 SF Corn THR 0.0
471716 SF Corn TRP 0.0
471816 SF Corn VAL 0.0
471916 SF Corn AA#12 0.0
472016 SF Corn AA#13 0.0
472116 SF Corn % Forage 0.0
472216 SF Corn Sugar % 0.0
472316 SF Corn Rumensin 0.0
472416 SF Corn Lignin 0.0
472516 SF Corn DNDF 12 hours 0.0
472616 SF Corn DNDF 30 hours 0.0
472716 SF Corn Soluble fiber 0.0
472816 SF Corn Rum Deg Starch 0.0
472916 SF Corn Tot FA 0.0
473016 SF Corn Unsat FA 0.0
473116 SF Corn Mcal 0.0
473217 Close Min DM 99.0
473317 Close Min ADF 0.095056
473417 Close Min NDF 0.0
473517 Close Min NFC 0.0
473617 Close Min Starch 0.0
473717 Close Min NEL 0.009506
473817 Close Min CP 0.009506
473917 Close Min UIP 0.009506
474017 Close Min DIP 0.0
474117 Close Min Sol CP 0.0
474217 Close Min P 3.30492
474317 Close Min Ca 22.851
474417 Close Min RFV 0.0
474517 Close Min S 3.63097
474617 Close Min K 0.171295
474717 Close Min Mg 7.88701
474817 Close Min Fat 0.15209
474917 Close Min Na 1.33922
475017 Close Min Cl 7.13092
475117 Close Min Zn 2023.0
475217 Close Min Mn 1725.0
475317 Close Min Cu 438.0
475417 Close Min Fe 3264.0
475517 Close Min Vitamin A 160000.0
475617 Close Min Vitamin D 26000.0
475717 Close Min Vitamin E 358.0
475817 Close Min Se 11.9771
475917 Close Min Co 496.193
476017 Close Min I 2152.88
476117 Close Min FNDF 0.0
476217 Close Min UIP/CP 100.0
476317 Close Min Sol CP/CP 0.0
476417 Close Min Starch/NFC 0.0
476517 Close Min ARG 0.0
476617 Close Min HIS 0.0
476717 Close Min ILE 0.0
476817 Close Min LEU 0.0
476917 Close Min LYS 0.0
477017 Close Min MET 0.0
477117 Close Min CYS 0.0
477217 Close Min PHE 0.0
477317 Close Min THR 0.0
477417 Close Min TRP 0.0
477517 Close Min VAL 0.0
477617 Close Min AA#12 0.0
477717 Close Min AA#13 0.0
477817 Close Min % Forage 0.0
477917 Close Min Sugar % 0.0
478017 Close Min Rumensin 0.0
478117 Close Min Lignin 0.0
478217 Close Min DNDF 12 hours 0.0
478317 Close Min DNDF 30 hours 0.0
478417 Close Min Soluble fiber 0.0
478517 Close Min Rum Deg Starch 0.0
478617 Close Min Tot FA 0.0
478717 Close Min Unsat FA 0.0
478817 Close Min Mcal 0.0
478918 Min. Mix DM 99.0
479018 Min. Mix ADF 0.0
479118 Min. Mix NDF 0.0
479218 Min. Mix NFC 0.0
479318 Min. Mix Starch 0.0
479418 Min. Mix NEL 0.0
479518 Min. Mix CP 22.1249
479618 Min. Mix UIP 0.221249
479718 Min. Mix DIP 21.903651
479818 Min. Mix Sol CP 0.0
479918 Min. Mix P 2.83376
480018 Min. Mix Ca 14.3787
480118 Min. Mix RFV 0.0
480218 Min. Mix S 0.295494
480318 Min. Mix K 0.16274
480418 Min. Mix Mg 3.13829
480518 Min. Mix Fat 0.124158
480618 Min. Mix Na 8.35172
480718 Min. Mix Cl 8.80366
480818 Min. Mix Zn 1761.0
480918 Min. Mix Mn 1487.0
481018 Min. Mix Cu 381.0
481118 Min. Mix Fe 2691.0
481218 Min. Mix Vitamin A 139000.0
481318 Min. Mix Vitamin D 23000.0
481418 Min. Mix Vitamin E 146.0
481518 Min. Mix Se 10.4293
481618 Min. Mix Co 2160.34
481718 Min. Mix I 2106.54
481818 Min. Mix FNDF 0.0
481918 Min. Mix UIP/CP 1.0
482018 Min. Mix Sol CP/CP 0.0
482118 Min. Mix Starch/NFC 0.0
482218 Min. Mix ARG 0.0
482318 Min. Mix HIS 0.0
482418 Min. Mix ILE 0.0
482518 Min. Mix LEU 0.0
482618 Min. Mix LYS 0.0
482718 Min. Mix MET 0.0
482818 Min. Mix CYS 0.0
482918 Min. Mix PHE 0.0
483018 Min. Mix THR 0.0
483118 Min. Mix TRP 0.0
483218 Min. Mix VAL 0.0
483318 Min. Mix AA#12 0.0
483418 Min. Mix AA#13 0.0
483518 Min. Mix % Forage 0.0
483618 Min. Mix Sugar % 0.0
483718 Min. Mix Rumensin 0.0
483818 Min. Mix Lignin 0.0
483918 Min. Mix DNDF 12 hours 0.0
484018 Min. Mix DNDF 30 hours 0.0
484118 Min. Mix Soluble fiber 0.0
484218 Min. Mix Rum Deg Starch 0.0
484318 Min. Mix Tot FA 0.0
484418 Min. Mix Unsat FA 0.0
484518 Min. Mix Mcal 0.0
484619 Dry Min DM 99.0
484719 Dry Min ADF 0.19188
484819 Dry Min NDF 0.0
484919 Dry Min NFC 0.0
485019 Dry Min Starch 0.0
485119 Dry Min NEL 0.019188
485219 Dry Min CP 0.019188
485319 Dry Min UIP 0.019188
485419 Dry Min DIP 0.0
485519 Dry Min Sol CP 0.0
485619 Dry Min P 6.07432
485719 Dry Min Ca 12.8643
485819 Dry Min RFV 0.0
485919 Dry Min S 7.28278
486019 Dry Min K 0.331442
486119 Dry Min Mg 15.7799
486219 Dry Min Fat 0.307008
486319 Dry Min Na 2.64602
486419 Dry Min Cl 6.64962
486519 Dry Min Zn 4081.0
486619 Dry Min Mn 3362.0
486719 Dry Min Cu 883.0
486819 Dry Min Fe 5031.0
486919 Dry Min Vitamin A 323000.0
487019 Dry Min Vitamin D 54000.0
487119 Dry Min Vitamin E 724.0
487219 Dry Min Se 24.1769
487319 Dry Min Co 1001.61
487419 Dry Min I 2047.17
487519 Dry Min FNDF 0.0
487619 Dry Min UIP/CP 100.0
487719 Dry Min Sol CP/CP 0.0
487819 Dry Min Starch/NFC 0.0
487919 Dry Min ARG 0.0
488019 Dry Min HIS 0.0
488119 Dry Min ILE 0.0
488219 Dry Min LEU 0.0
488319 Dry Min LYS 0.0
488419 Dry Min MET 0.0
488519 Dry Min CYS 0.0
488619 Dry Min PHE 0.0
488719 Dry Min THR 0.0
488819 Dry Min TRP 0.0
488919 Dry Min VAL 0.0
489019 Dry Min AA#12 0.0
489119 Dry Min AA#13 0.0
489219 Dry Min % Forage 0.0
489319 Dry Min Sugar % 0.0
489419 Dry Min Rumensin 0.0
489519 Dry Min Lignin 0.0
489619 Dry Min DNDF 12 hours 0.0
489719 Dry Min DNDF 30 hours 0.0
489819 Dry Min Soluble fiber 0.0
489919 Dry Min Rum Deg Starch 0.0
490019 Dry Min Tot FA 0.0
490119 Dry Min Unsat FA 0.0
490219 Dry Min Mcal 0.0
490320 On Farm DM 59.0
490420 On Farm ADF 19.9548
490520 On Farm NDF 23.0
490620 On Farm NFC 37.0
490720 On Farm Starch 0.0
490820 On Farm NEL 82.3035
490920 On Farm CP 17.8096
491020 On Farm UIP 6.43629
491120 On Farm DIP 11.37331
491220 On Farm Sol CP 0.0
491320 On Farm P 0.427675
491420 On Farm Ca 0.687844
491520 On Farm RFV 297.0
491620 On Farm S 0.293836
491720 On Farm K 1.14894
491820 On Farm Mg 0.260848
491920 On Farm Fat 6.17895
492020 On Farm Na 0.16057
492120 On Farm Cl 0.166494
492220 On Farm Zn 20.0
492320 On Farm Mn 20.0
492420 On Farm Cu 6.0
492520 On Farm Fe 137.0
492620 On Farm Vitamin A 25000.0
492720 On Farm Vitamin D 0.0
492820 On Farm Vitamin E 25.0
492920 On Farm Se 3.48013
493020 On Farm Co 2.40253
493120 On Farm I 8.00843
493220 On Farm FNDF 23.0
493320 On Farm UIP/CP 36.139442
493420 On Farm Sol CP/CP 0.0
493520 On Farm Starch/NFC 0.0
493620 On Farm ARG 0.0
493720 On Farm HIS 0.0
493820 On Farm ILE 0.0
493920 On Farm LEU 0.0
494020 On Farm LYS 0.0
494120 On Farm MET 0.0
494220 On Farm CYS 0.0
494320 On Farm PHE 0.0
494420 On Farm THR 0.0
494520 On Farm TRP 0.0
494620 On Farm VAL 0.0
494720 On Farm AA#12 0.0
494820 On Farm AA#13 0.0
494920 On Farm % Forage 0.0
495020 On Farm Sugar % 0.0
495120 On Farm Rumensin 0.0
495220 On Farm Lignin 0.0
495320 On Farm DNDF 12 hours 0.0
495420 On Farm DNDF 30 hours 0.0
495520 On Farm Soluble fiber 0.0
495620 On Farm Rum Deg Starch 0.0
495720 On Farm Tot FA 0.0
495820 On Farm Unsat FA 0.0
495920 On Farm Mcal 0.0
49601 LACT HAY DM 90.0
49611 LACT HAY ADF 32.0
49621 LACT HAY NDF 39.0
49631 LACT HAY NFC 28.0
49641 LACT HAY Starch 0.0
49651 LACT HAY NEL 62.0
49661 LACT HAY CP 16.0
49671 LACT HAY UIP 4.0
49681 LACT HAY DIP 12.0
49691 LACT HAY Sol CP 0.0
49701 LACT HAY P 0.27
49711 LACT HAY Ca 1.5
49721 LACT HAY RFV 153.0
49731 LACT HAY S 0.3
49741 LACT HAY K 2.5
49751 LACT HAY Mg 0.3
49761 LACT HAY Fat 3.6
49771 LACT HAY Na 0.15
49781 LACT HAY Cl 0.09
49791 LACT HAY Zn 27.0
49801 LACT HAY Mn 34.0
49811 LACT HAY Cu 9.0
49821 LACT HAY Fe 227.0
49831 LACT HAY Vitamin A 81000.0
49841 LACT HAY Vitamin D 2000.0
49851 LACT HAY Vitamin E 24.0
49861 LACT HAY Se 0.0
49871 LACT HAY Co 0.0
49881 LACT HAY I 0.0
49891 LACT HAY FNDF 39.0
49901 LACT HAY UIP/CP 25.0
49911 LACT HAY Sol CP/CP 0.0
49921 LACT HAY Starch/NFC 0.0
49931 LACT HAY ARG 0.0
49941 LACT HAY HIS 0.0
49951 LACT HAY ILE 0.0
49961 LACT HAY LEU 0.0
49971 LACT HAY LYS 0.0
49981 LACT HAY MET 0.0
49991 LACT HAY CYS 0.0
50001 LACT HAY PHE 0.0
50011 LACT HAY THR 0.0
50021 LACT HAY TRP 0.0
50031 LACT HAY VAL 0.0
50041 LACT HAY AA#12 0.0
50051 LACT HAY AA#13 0.0
50061 LACT HAY % Forage 0.0
50071 LACT HAY Sugar % 0.0
50081 LACT HAY Rumensin 0.0
50091 LACT HAY Lignin 0.0
50101 LACT HAY DNDF 12 hours 0.0
50111 LACT HAY DNDF 30 hours 0.0
50121 LACT HAY Soluble fiber 0.0
50131 LACT HAY Rum Deg Starch 0.0
50141 LACT HAY Tot FA 0.0
50151 LACT HAY Unsat FA 0.0
50161 LACT HAY Mcal 0.0
50172 OatStraw DM 90.0
50182 OatStraw ADF 45.0
50192 OatStraw NDF 60.0
50202 OatStraw NFC 8.0
50212 OatStraw Starch 0.0
50222 OatStraw NEL 55.0
50232 OatStraw CP 9.0
50242 OatStraw UIP 2.25
50252 OatStraw DIP 6.75
50262 OatStraw Sol CP 0.0
50272 OatStraw P 0.2
50282 OatStraw Ca 0.45
50292 OatStraw RFV 83.0
50302 OatStraw S 0.3
50312 OatStraw K 1.5
50322 OatStraw Mg 0.1
50332 OatStraw Fat 1.0
50342 OatStraw Na 0.2
50352 OatStraw Cl 0.1
50362 OatStraw Zn 2.0
50372 OatStraw Mn 2.0
50382 OatStraw Cu 2.0
50392 OatStraw Fe 2.0
50402 OatStraw Vitamin A 2000.0
50412 OatStraw Vitamin D 2000.0
50422 OatStraw Vitamin E 2.0
50432 OatStraw Se 0.0
50442 OatStraw Co 0.0
50452 OatStraw I 0.0
50462 OatStraw FNDF 60.0
50472 OatStraw UIP/CP 25.0
50482 OatStraw Sol CP/CP 0.0
50492 OatStraw Starch/NFC 0.0
50502 OatStraw ARG 0.0
50512 OatStraw HIS 0.0
50522 OatStraw ILE 0.0
50532 OatStraw LEU 0.0
50542 OatStraw LYS 0.0
50552 OatStraw MET 0.0
50562 OatStraw CYS 0.0
50572 OatStraw PHE 0.0
50582 OatStraw THR 0.0
50592 OatStraw TRP 0.0
50602 OatStraw VAL 0.0
50612 OatStraw AA#12 0.0
50622 OatStraw AA#13 0.0
50632 OatStraw % Forage 0.0
50642 OatStraw Sugar % 0.0
50652 OatStraw Rumensin 0.0
50662 OatStraw Lignin 0.0
50672 OatStraw DNDF 12 hours 0.0
50682 OatStraw DNDF 30 hours 0.0
50692 OatStraw Soluble fiber 0.0
50702 OatStraw Rum Deg Starch 0.0
50712 OatStraw Tot FA 0.0
50722 OatStraw Unsat FA 0.0
50732 OatStraw Mcal 0.0
50743 DryCowAlf DM 90.0
50753 DryCowAlf ADF 34.0
50763 DryCowAlf NDF 42.0
50773 DryCowAlf NFC 24.0
50783 DryCowAlf Starch 0.0
50793 DryCowAlf NEL 64.0
50803 DryCowAlf CP 17.0
50813 DryCowAlf UIP 4.25
50823 DryCowAlf DIP 12.75
50833 DryCowAlf Sol CP 0.0
50843 DryCowAlf P 0.26
50853 DryCowAlf Ca 1.3
50863 DryCowAlf RFV 138.0
50873 DryCowAlf S 0.29
50883 DryCowAlf K 2.02
50893 DryCowAlf Mg 0.32
50903 DryCowAlf Fat 3.6
50913 DryCowAlf Na 0.15
50923 DryCowAlf Cl 0.09
50933 DryCowAlf Zn 27.0
50943 DryCowAlf Mn 34.0
50953 DryCowAlf Cu 9.0
50963 DryCowAlf Fe 227.0
50973 DryCowAlf Vitamin A 81000.0
50983 DryCowAlf Vitamin D 2000.0
50993 DryCowAlf Vitamin E 24.0
51003 DryCowAlf Se 0.0
51013 DryCowAlf Co 0.0
51023 DryCowAlf I 0.0
51033 DryCowAlf FNDF 42.0
51043 DryCowAlf UIP/CP 25.0
51053 DryCowAlf Sol CP/CP 0.0
51063 DryCowAlf Starch/NFC 0.0
51073 DryCowAlf ARG 0.0
51083 DryCowAlf HIS 0.0
51093 DryCowAlf ILE 0.0
51103 DryCowAlf LEU 0.0
51113 DryCowAlf LYS 0.0
51123 DryCowAlf MET 0.0
51133 DryCowAlf CYS 0.0
51143 DryCowAlf PHE 0.0
51153 DryCowAlf THR 0.0
51163 DryCowAlf TRP 0.0
51173 DryCowAlf VAL 0.0
51183 DryCowAlf AA#12 0.0
51193 DryCowAlf AA#13 0.0
51203 DryCowAlf % Forage 0.0
51213 DryCowAlf Sugar % 0.0
51223 DryCowAlf Rumensin 0.0
51233 DryCowAlf Lignin 0.0
51243 DryCowAlf DNDF 12 hours 0.0
51253 DryCowAlf DNDF 30 hours 0.0
51263 DryCowAlf Soluble fiber 0.0
51273 DryCowAlf Rum Deg Starch 0.0
51283 DryCowAlf Tot FA 0.0
51293 DryCowAlf Unsat FA 0.0
51303 DryCowAlf Mcal 0.0
51315 WetPTMash DM 17.0
51325 WetPTMash ADF 2.0
51335 WetPTMash NDF 0.0
51345 WetPTMash NFC 75.0
51355 WetPTMash Starch 0.0
51365 WetPTMash NEL 80.0
51375 WetPTMash CP 8.0
51385 WetPTMash UIP 3.2
51395 WetPTMash DIP 4.8
51405 WetPTMash Sol CP 0.0
51415 WetPTMash P 0.27
51425 WetPTMash Ca 0.04
51435 WetPTMash RFV 0.0
51445 WetPTMash S 0.12
51455 WetPTMash K 2.1
51465 WetPTMash Mg 0.09
51475 WetPTMash Fat 2.5
51485 WetPTMash Na 0.016
51495 WetPTMash Cl 0.03
51505 WetPTMash Zn 14.0
51515 WetPTMash Mn 5.0
51525 WetPTMash Cu 4.0
51535 WetPTMash Fe 0.0
51545 WetPTMash Vitamin A 1000.0
51555 WetPTMash Vitamin D 0.0
51565 WetPTMash Vitamin E 25.0
51575 WetPTMash Se 6.0
51585 WetPTMash Co 0.0
51595 WetPTMash I 0.1
51605 WetPTMash FNDF 0.0
51615 WetPTMash UIP/CP 40.0
51625 WetPTMash Sol CP/CP 0.0
51635 WetPTMash Starch/NFC 0.0
51645 WetPTMash ARG 0.0
51655 WetPTMash HIS 0.0
51665 WetPTMash ILE 0.0
51675 WetPTMash LEU 0.0
51685 WetPTMash LYS 0.0
51695 WetPTMash MET 0.0
51705 WetPTMash CYS 0.0
51715 WetPTMash PHE 0.0
51725 WetPTMash THR 0.0
51735 WetPTMash TRP 0.0
51745 WetPTMash VAL 0.0
51755 WetPTMash AA#12 0.0
51765 WetPTMash AA#13 0.0
51775 WetPTMash % Forage 0.0
51785 WetPTMash Sugar % 0.0
51795 WetPTMash Rumensin 0.0
51805 WetPTMash Lignin 0.0
51815 WetPTMash DNDF 12 hours 0.0
51825 WetPTMash DNDF 30 hours 0.0
51835 WetPTMash Soluble fiber 0.0
51845 WetPTMash Rum Deg Starch 0.0
51855 WetPTMash Tot FA 0.0
51865 WetPTMash Unsat FA 0.0
51875 WetPTMash Mcal 0.0
51886 Walnt/DPL DM 84.0
51896 Walnt/DPL ADF 40.0
51906 Walnt/DPL NDF 60.0
51916 Walnt/DPL NFC 12.0
51926 Walnt/DPL Starch 0.0
51936 Walnt/DPL NEL 50.0
51946 Walnt/DPL CP 14.0
51956 Walnt/DPL UIP 2.8
51966 Walnt/DPL DIP 11.2
51976 Walnt/DPL Sol CP 0.0
51986 Walnt/DPL P 0.4
51996 Walnt/DPL Ca 0.75
52006 Walnt/DPL RFV 90.0
52016 Walnt/DPL S 0.24
52026 Walnt/DPL K 2.0
52036 Walnt/DPL Mg 0.2
52046 Walnt/DPL Fat 1.0
52056 Walnt/DPL Na 0.02
52066 Walnt/DPL Cl 0.05
52076 Walnt/DPL Zn 62.0
52086 Walnt/DPL Mn 39.0
52096 Walnt/DPL Cu 20.0
52106 Walnt/DPL Fe 91.0
52116 Walnt/DPL Vitamin A 0.0
52126 Walnt/DPL Vitamin D 0.0
52136 Walnt/DPL Vitamin E 37.0
52146 Walnt/DPL Se 4.0
52156 Walnt/DPL Co 0.0
52166 Walnt/DPL I 0.0
52176 Walnt/DPL FNDF 60.0
52186 Walnt/DPL UIP/CP 20.0
52196 Walnt/DPL Sol CP/CP 0.0
52206 Walnt/DPL Starch/NFC 0.0
52216 Walnt/DPL ARG 0.0
52226 Walnt/DPL HIS 0.0
52236 Walnt/DPL ILE 0.0
52246 Walnt/DPL LEU 0.0
52256 Walnt/DPL LYS 0.0
52266 Walnt/DPL MET 0.0
52276 Walnt/DPL CYS 0.0
52286 Walnt/DPL PHE 0.0
52296 Walnt/DPL THR 0.0
52306 Walnt/DPL TRP 0.0
52316 Walnt/DPL VAL 0.0
52326 Walnt/DPL AA#12 0.0
52336 Walnt/DPL AA#13 0.0
52346 Walnt/DPL % Forage 0.0
52356 Walnt/DPL Sugar % 0.0
52366 Walnt/DPL Rumensin 0.0
52376 Walnt/DPL Lignin 0.0
52386 Walnt/DPL DNDF 12 hours 0.0
52396 Walnt/DPL DNDF 30 hours 0.0
52406 Walnt/DPL Soluble fiber 0.0
52416 Walnt/DPL Rum Deg Starch 0.0
52426 Walnt/DPL Tot FA 0.0
52436 Walnt/DPL Unsat FA 0.0
52446 Walnt/DPL Mcal 0.0
52457 Raisins DM 85.0
52467 Raisins ADF 5.0
52477 Raisins NDF 0.0
52487 Raisins NFC 79.0
52497 Raisins Starch 0.0
52507 Raisins NEL 88.0
52517 Raisins CP 8.0
52527 Raisins UIP 2.8
52537 Raisins DIP 5.2
52547 Raisins Sol CP 0.0
52557 Raisins P 0.16
52567 Raisins Ca 0.22
52577 Raisins RFV 0.0
52587 Raisins S 0.0
52597 Raisins K 0.0
52607 Raisins Mg 0.0
52617 Raisins Fat 1.0
52627 Raisins Na 0.0
52637 Raisins Cl 0.0
52647 Raisins Zn 0.0
52657 Raisins Mn 0.0
52667 Raisins Cu 0.0
52677 Raisins Fe 0.0
52687 Raisins Vitamin A 0.0
52697 Raisins Vitamin D 0.0
52707 Raisins Vitamin E 0.0
52717 Raisins Se 0.0
52727 Raisins Co 0.0
52737 Raisins I 0.0
52747 Raisins FNDF 0.0
52757 Raisins UIP/CP 35.0
52767 Raisins Sol CP/CP 0.0
52777 Raisins Starch/NFC 0.0
52787 Raisins ARG 0.0
52797 Raisins HIS 0.0
52807 Raisins ILE 0.0
52817 Raisins LEU 0.0
52827 Raisins LYS 0.0
52837 Raisins MET 0.0
52847 Raisins CYS 0.0
52857 Raisins PHE 0.0
52867 Raisins THR 0.0
52877 Raisins TRP 0.0
52887 Raisins VAL 0.0
52897 Raisins AA#12 0.0
52907 Raisins AA#13 0.0
52917 Raisins % Forage 0.0
52927 Raisins Sugar % 0.0
52937 Raisins Rumensin 0.0
52947 Raisins Lignin 0.0
52957 Raisins DNDF 12 hours 0.0
52967 Raisins DNDF 30 hours 0.0
52977 Raisins Soluble fiber 0.0
52987 Raisins Rum Deg Starch 0.0
52997 Raisins Tot FA 0.0
53007 Raisins Unsat FA 0.0
53017 Raisins Mcal 0.0
53028 PotatoChip DM 90.0
53038 PotatoChip ADF 15.0
53048 PotatoChip NDF 0.0
53058 PotatoChip NFC 65.0
53068 PotatoChip Starch 0.0
53078 PotatoChip NEL 80.0
53088 PotatoChip CP 12.0
53098 PotatoChip UIP 3.0
53108 PotatoChip DIP 9.0
53118 PotatoChip Sol CP 0.0
53128 PotatoChip P 0.55
53138 PotatoChip Ca 0.33
53148 PotatoChip RFV 0.0
53158 PotatoChip S 0.32
53168 PotatoChip K 0.09
53178 PotatoChip Mg 0.16
53188 PotatoChip Fat 15.0
53198 PotatoChip Na 0.2
53208 PotatoChip Cl 0.2
53218 PotatoChip Zn 2.0
53228 PotatoChip Mn 2.0
53238 PotatoChip Cu 2.0
53248 PotatoChip Fe 2.0
53258 PotatoChip Vitamin A 2000.0
53268 PotatoChip Vitamin D 2000.0
53278 PotatoChip Vitamin E 2.0
53288 PotatoChip Se 0.0
53298 PotatoChip Co 0.0
53308 PotatoChip I 0.0
53318 PotatoChip FNDF 0.0
53328 PotatoChip UIP/CP 25.0
53338 PotatoChip Sol CP/CP 0.0
53348 PotatoChip Starch/NFC 0.0
53358 PotatoChip ARG 0.0
53368 PotatoChip HIS 0.0
53378 PotatoChip ILE 0.0
53388 PotatoChip LEU 0.0
53398 PotatoChip LYS 0.0
53408 PotatoChip MET 0.0
53418 PotatoChip CYS 0.0
53428 PotatoChip PHE 0.0
53438 PotatoChip THR 0.0
53448 PotatoChip TRP 0.0
53458 PotatoChip VAL 0.0
53468 PotatoChip AA#12 0.0
53478 PotatoChip AA#13 0.0
53488 PotatoChip % Forage 0.0
53498 PotatoChip Sugar % 0.0
53508 PotatoChip Rumensin 0.0
53518 PotatoChip Lignin 0.0
53528 PotatoChip DNDF 12 hours 0.0
53538 PotatoChip DNDF 30 hours 0.0
53548 PotatoChip Soluble fiber 0.0
53558 PotatoChip Rum Deg Starch 0.0
53568 PotatoChip Tot FA 0.0
53578 PotatoChip Unsat FA 0.0
53588 PotatoChip Mcal 0.0
53599 WHEAT SIL DM 32.0
53609 WHEAT SIL ADF 32.0
53619 WHEAT SIL NDF 45.0
53629 WHEAT SIL NFC 26.0
53639 WHEAT SIL Starch 0.0
53649 WHEAT SIL NEL 65.0
53659 WHEAT SIL CP 11.5
53669 WHEAT SIL UIP 3.45
53679 WHEAT SIL DIP 8.05
53689 WHEAT SIL Sol CP 0.0
53699 WHEAT SIL P 0.18
53709 WHEAT SIL Ca 0.17
53719 WHEAT SIL RFV 132.0
53729 WHEAT SIL S 0.28
53739 WHEAT SIL K 1.1
53749 WHEAT SIL Mg 0.1
53759 WHEAT SIL Fat 3.0
53769 WHEAT SIL Na 0.14
53779 WHEAT SIL Cl 0.3
53789 WHEAT SIL Zn 24.0
53799 WHEAT SIL Mn 31.0
53809 WHEAT SIL Cu 11.0
53819 WHEAT SIL Fe 195.0
53829 WHEAT SIL Vitamin A 55000.0
53839 WHEAT SIL Vitamin D 2000.0
53849 WHEAT SIL Vitamin E 25.0
53859 WHEAT SIL Se 0.0
53869 WHEAT SIL Co 0.0
53879 WHEAT SIL I 0.32
53889 WHEAT SIL FNDF 45.0
53899 WHEAT SIL UIP/CP 30.0
53909 WHEAT SIL Sol CP/CP 0.0
53919 WHEAT SIL Starch/NFC 0.0
53929 WHEAT SIL ARG 0.0
53939 WHEAT SIL HIS 0.0
53949 WHEAT SIL ILE 0.0
53959 WHEAT SIL LEU 0.0
53969 WHEAT SIL LYS 0.0
53979 WHEAT SIL MET 0.0
53989 WHEAT SIL CYS 0.0
53999 WHEAT SIL PHE 0.0
54009 WHEAT SIL THR 0.0
54019 WHEAT SIL TRP 0.0
54029 WHEAT SIL VAL 0.0
54039 WHEAT SIL AA#12 0.0
54049 WHEAT SIL AA#13 0.0
54059 WHEAT SIL % Forage 0.0
54069 WHEAT SIL Sugar % 0.0
54079 WHEAT SIL Rumensin 0.0
54089 WHEAT SIL Lignin 0.0
54099 WHEAT SIL DNDF 12 hours 0.0
54109 WHEAT SIL DNDF 30 hours 0.0
54119 WHEAT SIL Soluble fiber 0.0
54129 WHEAT SIL Rum Deg Starch 0.0
54139 WHEAT SIL Tot FA 0.0
54149 WHEAT SIL Unsat FA 0.0
54159 WHEAT SIL Mcal 0.0
541610 Dough DM 60.0
541710 Dough ADF 2.0
541810 Dough NDF 7.0
541910 Dough NFC 63.13
542010 Dough Starch 0.0
542110 Dough NEL 96.0
542210 Dough CP 16.87
542310 Dough UIP 5.9045
542410 Dough DIP 10.9655
542510 Dough Sol CP 0.0
542610 Dough P 0.15
542710 Dough Ca 0.12
542810 Dough RFV 1161.0
542910 Dough S 0.19
543010 Dough K 0.25
543110 Dough Mg 0.14
543210 Dough Fat 0.86
543310 Dough Na 0.79
543410 Dough Cl 1.15
543510 Dough Zn 14.0
543610 Dough Mn 5.0
543710 Dough Cu 4.0
543810 Dough Fe 0.0
543910 Dough Vitamin A 1000.0
544010 Dough Vitamin D 0.0
544110 Dough Vitamin E 25.0
544210 Dough Se 6.0
544310 Dough Co 0.0
544410 Dough I 0.1
544510 Dough FNDF 7.0
544610 Dough UIP/CP 35.0
544710 Dough Sol CP/CP 0.0
544810 Dough Starch/NFC 0.0
544910 Dough ARG 0.0
545010 Dough HIS 0.0
545110 Dough ILE 0.0
545210 Dough LEU 0.0
545310 Dough LYS 0.0
545410 Dough MET 0.0
545510 Dough CYS 0.0
545610 Dough PHE 0.0
545710 Dough THR 0.0
545810 Dough TRP 0.0
545910 Dough VAL 0.0
546010 Dough AA#12 0.0
546110 Dough AA#13 0.0
546210 Dough % Forage 0.0
546310 Dough Sugar % 0.0
546410 Dough Rumensin 0.0
546510 Dough Lignin 0.0
546610 Dough DNDF 12 hours 0.0
546710 Dough DNDF 30 hours 0.0
546810 Dough Soluble fiber 0.0
546910 Dough Rum Deg Starch 0.0
547010 Dough Tot FA 0.0
547110 Dough Unsat FA 0.0
547210 Dough Mcal 0.0
547311 DPLITTER DM 95.0
547411 DPLITTER ADF 15.0
547511 DPLITTER NDF 20.0
547611 DPLITTER NFC 20.0
547711 DPLITTER Starch 0.0
547811 DPLITTER NEL 57.0
547911 DPLITTER CP 24.0
548011 DPLITTER UIP 3.6
548111 DPLITTER DIP 20.4
548211 DPLITTER Sol CP 0.0
548311 DPLITTER P 0.4
548411 DPLITTER Ca 0.25
548511 DPLITTER RFV 359.0
548611 DPLITTER S 0.35
548711 DPLITTER K 0.7
548811 DPLITTER Mg 0.25
548911 DPLITTER Fat 1.0
549011 DPLITTER Na 0.2
549111 DPLITTER Cl 0.03
549211 DPLITTER Zn 8.0
549311 DPLITTER Mn 10.0
549411 DPLITTER Cu 8.0
549511 DPLITTER Fe 30.0
549611 DPLITTER Vitamin A 30000.0
549711 DPLITTER Vitamin D 15000.0
549811 DPLITTER Vitamin E 30.0
549911 DPLITTER Se 0.3
550011 DPLITTER Co 0.0
550111 DPLITTER I 0.0
550211 DPLITTER FNDF 20.0
550311 DPLITTER UIP/CP 15.0
550411 DPLITTER Sol CP/CP 0.0
550511 DPLITTER Starch/NFC 0.0
550611 DPLITTER ARG 0.0
550711 DPLITTER HIS 0.0
550811 DPLITTER ILE 0.0
550911 DPLITTER LEU 0.0
551011 DPLITTER LYS 0.0
551111 DPLITTER MET 0.0
551211 DPLITTER CYS 0.0
551311 DPLITTER PHE 0.0
551411 DPLITTER THR 0.0
551511 DPLITTER TRP 0.0
551611 DPLITTER VAL 0.0
551711 DPLITTER AA#12 0.0
551811 DPLITTER AA#13 0.0
551911 DPLITTER % Forage 0.0
552011 DPLITTER Sugar % 0.0
552111 DPLITTER Rumensin 0.0
552211 DPLITTER Lignin 0.0
552311 DPLITTER DNDF 12 hours 0.0
552411 DPLITTER DNDF 30 hours 0.0
552511 DPLITTER Soluble fiber 0.0
552611 DPLITTER Rum Deg Starch 0.0
552711 DPLITTER Tot FA 0.0
552811 DPLITTER Unsat FA 0.0
552911 DPLITTER Mcal 0.0
553012 MolassWet DM 65.0
553112 MolassWet ADF 0.0
553212 MolassWet NDF 0.0
553312 MolassWet NFC 75.0
553412 MolassWet Starch 0.0
553512 MolassWet NEL 85.0
553612 MolassWet CP 8.0
553712 MolassWet UIP 1.6
553812 MolassWet DIP 6.4
553912 MolassWet Sol CP 0.0
554012 MolassWet P 0.11
554112 MolassWet Ca 1.0
554212 MolassWet RFV 0.0
554312 MolassWet S 0.47
554412 MolassWet K 3.85
554512 MolassWet Mg 0.43
554612 MolassWet Fat 0.1
554712 MolassWet Na 0.22
554812 MolassWet Cl 1.2
554912 MolassWet Zn 30.0
555012 MolassWet Mn 56.0
555112 MolassWet Cu 79.0
555212 MolassWet Fe 250.0
555312 MolassWet Vitamin A 1000.0
555412 MolassWet Vitamin D 1000.0
555512 MolassWet Vitamin E 7.0
555612 MolassWet Se 0.0
555712 MolassWet Co 0.0
555812 MolassWet I 0.0
555912 MolassWet FNDF 0.0
556012 MolassWet UIP/CP 20.0
556112 MolassWet Sol CP/CP 0.0
556212 MolassWet Starch/NFC 0.0
556312 MolassWet ARG 0.0
556412 MolassWet HIS 0.0
556512 MolassWet ILE 0.0
556612 MolassWet LEU 0.0
556712 MolassWet LYS 0.0
556812 MolassWet MET 0.0
556912 MolassWet CYS 0.0
557012 MolassWet PHE 0.0
557112 MolassWet THR 0.0
557212 MolassWet TRP 0.0
557312 MolassWet VAL 0.0
557412 MolassWet AA#12 0.0
557512 MolassWet AA#13 0.0
557612 MolassWet % Forage 0.0
557712 MolassWet Sugar % 0.0
557812 MolassWet Rumensin 0.0
557912 MolassWet Lignin 0.0
558012 MolassWet DNDF 12 hours 0.0
558112 MolassWet DNDF 30 hours 0.0
558212 MolassWet Soluble fiber 0.0
558312 MolassWet Rum Deg Starch 0.0
558412 MolassWet Tot FA 0.0
558512 MolassWet Unsat FA 0.0
558612 MolassWet Mcal 0.0
558713 IceCream DM 15.0
558813 IceCream ADF 0.001
558913 IceCream NDF 0.0
559013 IceCream NFC -8.0
559113 IceCream Starch 0.0
559213 IceCream NEL 110.0
559313 IceCream CP 19.0
559413 IceCream UIP 0.0
559513 IceCream DIP 19.0
559613 IceCream Sol CP 0.0
559713 IceCream P 0.4
559813 IceCream Ca 0.6
559913 IceCream RFV 0.0
560013 IceCream S 0.0
560113 IceCream K 0.96
560213 IceCream Mg 0.09
560313 IceCream Fat 19.0
560413 IceCream Na 0.0
560513 IceCream Cl 0.0
560613 IceCream Zn 0.0
560713 IceCream Mn 0.0
560813 IceCream Cu 0.0
560913 IceCream Fe 0.0
561013 IceCream Vitamin A 0.0
561113 IceCream Vitamin D 0.0
561213 IceCream Vitamin E 0.0
561313 IceCream Se 0.0
561413 IceCream Co 0.0
561513 IceCream I 0.0
561613 IceCream FNDF 0.0
561713 IceCream UIP/CP 0.0
561813 IceCream Sol CP/CP 0.0
561913 IceCream Starch/NFC 0.0
562013 IceCream ARG 0.0
562113 IceCream HIS 0.0
562213 IceCream ILE 0.0
562313 IceCream LEU 0.0
562413 IceCream LYS 0.0
562513 IceCream MET 0.0
562613 IceCream CYS 0.0
562713 IceCream PHE 0.0
562813 IceCream THR 0.0
562913 IceCream TRP 0.0
563013 IceCream VAL 0.0
563113 IceCream AA#12 0.0
563213 IceCream AA#13 0.0
563313 IceCream % Forage 0.0
563413 IceCream Sugar % 0.0
563513 IceCream Rumensin 0.0
563613 IceCream Lignin 0.0
563713 IceCream DNDF 12 hours 0.0
563813 IceCream DNDF 30 hours 0.0
563913 IceCream Soluble fiber 0.0
564013 IceCream Rum Deg Starch 0.0
564113 IceCream Tot FA 0.0
564213 IceCream Unsat FA 0.0
564313 IceCream Mcal 0.0
564414 Whey DM 23.0
564514 Whey ADF 1.1
564614 Whey NDF 4.6
564714 Whey NFC 65.4
564814 Whey Starch 0.0
564914 Whey NEL 96.0
565014 Whey CP 17.0
565114 Whey UIP 7.5
565214 Whey DIP 9.5
565314 Whey Sol CP 0.0
565414 Whey P 1.94
565514 Whey Ca 2.02
565614 Whey RFV 1780.0
565714 Whey S 0.17
565814 Whey K 5.6
565914 Whey Mg 0.37
566014 Whey Fat 15.0
566114 Whey Na 3.1
566214 Whey Cl 11.0
566314 Whey Zn 2.0
566414 Whey Mn 2.0
566514 Whey Cu 2.0
566614 Whey Fe 2.0
566714 Whey Vitamin A 2000.0
566814 Whey Vitamin D 2000.0
566914 Whey Vitamin E 2.0
567014 Whey Se 0.0
567114 Whey Co 0.0
567214 Whey I 0.0
567314 Whey FNDF 4.6
567414 Whey UIP/CP 44.117647
567514 Whey Sol CP/CP 0.0
567614 Whey Starch/NFC 0.0
567714 Whey ARG 0.0
567814 Whey HIS 0.0
567914 Whey ILE 0.0
568014 Whey LEU 0.0
568114 Whey LYS 0.0
568214 Whey MET 0.0
568314 Whey CYS 0.0
568414 Whey PHE 0.0
568514 Whey THR 0.0
568614 Whey TRP 0.0
568714 Whey VAL 0.0
568814 Whey AA#12 0.0
568914 Whey AA#13 0.0
569014 Whey % Forage 0.0
569114 Whey Sugar % 0.0
569214 Whey Rumensin 0.0
569314 Whey Lignin 0.0
569414 Whey DNDF 12 hours 0.0
569514 Whey DNDF 30 hours 0.0
569614 Whey Soluble fiber 0.0
569714 Whey Rum Deg Starch 0.0
569814 Whey Tot FA 0.0
569914 Whey Unsat FA 0.0
570014 Whey Mcal 0.0
570115 Carrots DM 10.0
570215 Carrots ADF 12.0
570315 Carrots NDF 2.0
570415 Carrots NFC 45.0
570515 Carrots Starch 0.0
570615 Carrots NEL 66.0
570715 Carrots CP 10.0
570815 Carrots UIP 2.5
570915 Carrots DIP 7.5
571015 Carrots Sol CP 0.0
571115 Carrots P 0.5
571215 Carrots Ca 1.0
571315 Carrots RFV 3700.0
571415 Carrots S 0.5
571515 Carrots K 0.5
571615 Carrots Mg 0.2
571715 Carrots Fat 0.2
571815 Carrots Na 0.2
571915 Carrots Cl 0.2
572015 Carrots Zn 2.0
572115 Carrots Mn 2.0
572215 Carrots Cu 2.0
572315 Carrots Fe 2.0
572415 Carrots Vitamin A 2000.0
572515 Carrots Vitamin D 2000.0
572615 Carrots Vitamin E 2.0
572715 Carrots Se 0.0
572815 Carrots Co 0.0
572915 Carrots I 0.0
573015 Carrots FNDF 2.0
573115 Carrots UIP/CP 25.0
573215 Carrots Sol CP/CP 0.0
573315 Carrots Starch/NFC 0.0
573415 Carrots ARG 0.0
573515 Carrots HIS 0.0
573615 Carrots ILE 0.0
573715 Carrots LEU 0.0
573815 Carrots LYS 0.0
573915 Carrots MET 0.0
574015 Carrots CYS 0.0
574115 Carrots PHE 0.0
574215 Carrots THR 0.0
574315 Carrots TRP 0.0
574415 Carrots VAL 0.0
574515 Carrots AA#12 0.0
574615 Carrots AA#13 0.0
574715 Carrots % Forage 0.0
574815 Carrots Sugar % 0.0
574915 Carrots Rumensin 0.0
575015 Carrots Lignin 0.0
575115 Carrots DNDF 12 hours 0.0
575215 Carrots DNDF 30 hours 0.0
575315 Carrots Soluble fiber 0.0
575415 Carrots Rum Deg Starch 0.0
575515 Carrots Tot FA 0.0
575615 Carrots Unsat FA 0.0
575715 Carrots Mcal 0.0
575816 SF CORN DM 87.0
575916 SF CORN ADF 3.0
576016 SF CORN NDF 0.0
576116 SF CORN NFC 73.0
576216 SF CORN Starch 0.0
576316 SF CORN NEL 92.0
576416 SF CORN CP 10.0
576516 SF CORN UIP 5.0
576616 SF CORN DIP 5.0
576716 SF CORN Sol CP 0.0
576816 SF CORN P 0.29
576916 SF CORN Ca 0.04
577016 SF CORN RFV 0.0
577116 SF CORN S 0.12
577216 SF CORN K 0.37
577316 SF CORN Mg 0.14
577416 SF CORN Fat 4.3
577516 SF CORN Na 0.03
577616 SF CORN Cl 0.05
577716 SF CORN Zn 14.0
577816 SF CORN Mn 5.0
577916 SF CORN Cu 4.0
578016 SF CORN Fe 0.0
578116 SF CORN Vitamin A 1000.0
578216 SF CORN Vitamin D 0.0
578316 SF CORN Vitamin E 25.0
578416 SF CORN Se 6.0
578516 SF CORN Co 0.0
578616 SF CORN I 0.0
578716 SF CORN FNDF 0.0
578816 SF CORN UIP/CP 50.0
578916 SF CORN Sol CP/CP 0.0
579016 SF CORN Starch/NFC 0.0
579116 SF CORN ARG 0.0
579216 SF CORN HIS 0.0
579316 SF CORN ILE 0.0
579416 SF CORN LEU 0.0
579516 SF CORN LYS 0.0
579616 SF CORN MET 0.0
579716 SF CORN CYS 0.0
579816 SF CORN PHE 0.0
579916 SF CORN THR 0.0
580016 SF CORN TRP 0.0
580116 SF CORN VAL 0.0
580216 SF CORN AA#12 0.0
580316 SF CORN AA#13 0.0
580416 SF CORN % Forage 0.0
580516 SF CORN Sugar % 0.0
580616 SF CORN Rumensin 0.0
580716 SF CORN Lignin 0.0
580816 SF CORN DNDF 12 hours 0.0
580916 SF CORN DNDF 30 hours 0.0
581016 SF CORN Soluble fiber 0.0
581116 SF CORN Rum Deg Starch 0.0
581216 SF CORN Tot FA 0.0
581316 SF CORN Unsat FA 0.0
581416 SF CORN Mcal 0.0
581517 Calf Pelle DM 91.0
581617 Calf Pelle ADF 16.0014
581717 Calf Pelle NDF 8.0
581817 Calf Pelle NFC 19.0
581917 Calf Pelle Starch 0.0
582017 Calf Pelle NEL 70.5807
582117 Calf Pelle CP 29.92
582217 Calf Pelle UIP 15.5502
582317 Calf Pelle DIP 14.3698
582417 Calf Pelle Sol CP 0.0
582517 Calf Pelle P 0.804002
582617 Calf Pelle Ca 0.871646
582717 Calf Pelle RFV 889.0
582817 Calf Pelle S 0.554968
582917 Calf Pelle K 0.787449
583017 Calf Pelle Mg 2.01158
583117 Calf Pelle Fat 3.43739
583217 Calf Pelle Na 2.41088
583317 Calf Pelle Cl 2.29255
583417 Calf Pelle Zn 609.0
583517 Calf Pelle Mn 486.0
583617 Calf Pelle Cu 134.0
583717 Calf Pelle Fe 727.0
583817 Calf Pelle Vitamin A 48000.0
583917 Calf Pelle Vitamin D 8000.0
584017 Calf Pelle Vitamin E 109.0
584117 Calf Pelle Se 10.4502
584217 Calf Pelle Co 534.151
584317 Calf Pelle I 531.54
584417 Calf Pelle FNDF 8.0
584517 Calf Pelle UIP/CP 51.972594
584617 Calf Pelle Sol CP/CP 0.0
584717 Calf Pelle Starch/NFC 0.0
584817 Calf Pelle ARG 0.0
584917 Calf Pelle HIS 0.0
585017 Calf Pelle ILE 0.0
585117 Calf Pelle LEU 0.0
585217 Calf Pelle LYS 0.0
585317 Calf Pelle MET 0.0
585417 Calf Pelle CYS 0.0
585517 Calf Pelle PHE 0.0
585617 Calf Pelle THR 0.0
585717 Calf Pelle TRP 0.0
585817 Calf Pelle VAL 0.0
585917 Calf Pelle AA#12 0.0
586017 Calf Pelle AA#13 0.0
586117 Calf Pelle % Forage 0.0
586217 Calf Pelle Sugar % 0.0
586317 Calf Pelle Rumensin 0.0
586417 Calf Pelle Lignin 0.0
586517 Calf Pelle DNDF 12 hours 0.0
586617 Calf Pelle DNDF 30 hours 0.0
586717 Calf Pelle Soluble fiber 0.0
586817 Calf Pelle Rum Deg Starch 0.0
586917 Calf Pelle Tot FA 0.0
587017 Calf Pelle Unsat FA 0.0
587117 Calf Pelle Mcal 0.0
587218 Close Min DM 100.0
587318 Close Min ADF 0.0
587418 Close Min NDF 0.0
587518 Close Min NFC 0.0
587618 Close Min Starch 0.0
587718 Close Min NEL 0.0
587818 Close Min CP 0.0
587918 Close Min UIP 0.0
588018 Close Min DIP 0.0
588118 Close Min Sol CP 0.0
588218 Close Min P 0.00462
588318 Close Min Ca 17.5547
588418 Close Min RFV 0.0
588518 Close Min S 6.25739
588618 Close Min K 0.269579
588718 Close Min Mg 8.57946
588818 Close Min Fat 0.260339
588918 Close Min Na 2.38463
589018 Close Min Cl 3.39827
589118 Close Min Zn 3668.0
589218 Close Min Mn 2995.0
589318 Close Min Cu 796.0
589418 Close Min Fe 917.0
589518 Close Min Vitamin A 292000.0
589618 Close Min Vitamin D 50000.0
589718 Close Min Vitamin E 621.0
589818 Close Min Se 21.8685
589918 Close Min Co 973.045
590018 Close Min I 1851.71
590118 Close Min FNDF 0.0
590218 Close Min UIP/CP 0.0
590318 Close Min Sol CP/CP 0.0
590418 Close Min Starch/NFC 0.0
590518 Close Min ARG 0.0
590618 Close Min HIS 0.0
590718 Close Min ILE 0.0
590818 Close Min LEU 0.0
590918 Close Min LYS 0.0
591018 Close Min MET 0.0
591118 Close Min CYS 0.0
591218 Close Min PHE 0.0
591318 Close Min THR 0.0
591418 Close Min TRP 0.0
591518 Close Min VAL 0.0
591618 Close Min AA#12 0.0
591718 Close Min AA#13 0.0
591818 Close Min % Forage 0.0
591918 Close Min Sugar % 0.0
592018 Close Min Rumensin 0.0
592118 Close Min Lignin 0.0
592218 Close Min DNDF 12 hours 0.0
592318 Close Min DNDF 30 hours 0.0
592418 Close Min Soluble fiber 0.0
592518 Close Min Rum Deg Starch 0.0
592618 Close Min Tot FA 0.0
592718 Close Min Unsat FA 0.0
592818 Close Min Mcal 0.0
592919 DC/Hfr PX DM 84.0
593019 DC/Hfr PX ADF 39.6096
593119 DC/Hfr PX NDF 56.0
593219 DC/Hfr PX NFC 9.0
593319 DC/Hfr PX Starch 0.0
593419 DC/Hfr PX NEL 47.4734
593519 DC/Hfr PX CP 13.5739
593619 DC/Hfr PX UIP 2.82202
593719 DC/Hfr PX DIP 10.75188
593819 DC/Hfr PX Sol CP 0.0
593919 DC/Hfr PX P 0.224508
594019 DC/Hfr PX Ca 1.07202
594119 DC/Hfr PX RFV 96.0
594219 DC/Hfr PX S 0.136611
594319 DC/Hfr PX K 1.02277
594419 DC/Hfr PX Mg 0.119642
594519 DC/Hfr PX Fat 0.987541
594619 DC/Hfr PX Na 0.148955
594719 DC/Hfr PX Cl 0.316623
594819 DC/Hfr PX Zn 34.0
594919 DC/Hfr PX Mn 28.0
595019 DC/Hfr PX Cu 9.0
595119 DC/Hfr PX Fe 49.0
595219 DC/Hfr PX Vitamin A 3000.0
595319 DC/Hfr PX Vitamin D 1000.0
595419 DC/Hfr PX Vitamin E 12.0
595519 DC/Hfr PX Se 1.90068
595619 DC/Hfr PX Co 2.4094
595719 DC/Hfr PX I 6.78788
595819 DC/Hfr PX FNDF 56.0
595919 DC/Hfr PX UIP/CP 20.790046
596019 DC/Hfr PX Sol CP/CP 0.0
596119 DC/Hfr PX Starch/NFC 0.0
596219 DC/Hfr PX ARG 0.0
596319 DC/Hfr PX HIS 0.0
596419 DC/Hfr PX ILE 0.0
596519 DC/Hfr PX LEU 0.0
596619 DC/Hfr PX LYS 0.0
596719 DC/Hfr PX MET 0.0
596819 DC/Hfr PX CYS 0.0
596919 DC/Hfr PX PHE 0.0
597019 DC/Hfr PX THR 0.0
597119 DC/Hfr PX TRP 0.0
597219 DC/Hfr PX VAL 0.0
597319 DC/Hfr PX AA#12 0.0
597419 DC/Hfr PX AA#13 0.0
597519 DC/Hfr PX % Forage 0.0
597619 DC/Hfr PX Sugar % 0.0
597719 DC/Hfr PX Rumensin 0.0
597819 DC/Hfr PX Lignin 0.0
597919 DC/Hfr PX DNDF 12 hours 0.0
598019 DC/Hfr PX DNDF 30 hours 0.0
598119 DC/Hfr PX Soluble fiber 0.0
598219 DC/Hfr PX Rum Deg Starch 0.0
598319 DC/Hfr PX Tot FA 0.0
598419 DC/Hfr PX Unsat FA 0.0
598519 DC/Hfr PX Mcal 0.0
598620 R1200NK DM 95.0
598720 R1200NK ADF 12.4865
598820 R1200NK NDF 20.0
598920 R1200NK NFC -0.9347
599020 R1200NK Starch 0.0
599120 R1200NK NEL 16.6486
599220 R1200NK CP 67.9347
599320 R1200NK UIP 1.08308
599420 R1200NK DIP 66.85162
599520 R1200NK Sol CP 0.0
599620 R1200NK P 0.065551
599720 R1200NK Ca 11.9127
599820 R1200NK RFV 368.0
599920 R1200NK S 0.047859
600020 R1200NK K 0.047859
600120 R1200NK Mg 0.103992
600220 R1200NK Fat 0.041622
600320 R1200NK Na 0.069688
600420 R1200NK Cl 0.050977
600520 R1200NK Zn 502.0
600620 R1200NK Mn 455.0
600720 R1200NK Cu 109.0
600820 R1200NK Fe 573.0
600920 R1200NK Vitamin A 40000.0
601020 R1200NK Vitamin D 7000.0
601120 R1200NK Vitamin E 85.0
601220 R1200NK Se 2.99376
601320 R1200NK Co 9.18087
601420 R1200NK I 1.6632
601520 R1200NK FNDF 20.0
601620 R1200NK UIP/CP 1.594296
601720 R1200NK Sol CP/CP 0.0
601820 R1200NK Starch/NFC 0.0
601920 R1200NK ARG 0.0
602020 R1200NK HIS 0.0
602120 R1200NK ILE 0.0
602220 R1200NK LEU 0.0
602320 R1200NK LYS 0.0
602420 R1200NK MET 0.0
602520 R1200NK CYS 0.0
602620 R1200NK PHE 0.0
602720 R1200NK THR 0.0
602820 R1200NK TRP 0.0
602920 R1200NK VAL 0.0
603020 R1200NK AA#12 0.0
603120 R1200NK AA#13 0.0
603220 R1200NK % Forage 0.0
603320 R1200NK Sugar % 0.0
603420 R1200NK Rumensin 0.0
603520 R1200NK Lignin 0.0
603620 R1200NK DNDF 12 hours 0.0
603720 R1200NK DNDF 30 hours 0.0
603820 R1200NK Soluble fiber 0.0
603920 R1200NK Rum Deg Starch 0.0
604020 R1200NK Tot FA 0.0
604120 R1200NK Unsat FA 0.0
604220 R1200NK Mcal 0.0
604344 MasterFeed44 DM 90.013263
604444 MasterFeed44 ADF 8.195079
604544 MasterFeed44 NDF 18.830116
604644 MasterFeed44 NFC 22.308826
604744 MasterFeed44 Starch 0.0
604844 MasterFeed44 NEL 66.426993
604944 MasterFeed44 CP 29.845292
605044 MasterFeed44 UIP 6.290762
605144 MasterFeed44 DIP 23.554531
605244 MasterFeed44 Sol CP 0.0
605344 MasterFeed44 P 0.59085
605444 MasterFeed44 Ca 0.61609
605544 MasterFeed44 RFV 0.0
605644 MasterFeed44 S 0.249668
605744 MasterFeed44 K 0.796007
605844 MasterFeed44 Mg 1.19418
605944 MasterFeed44 Fat 2.26595
606044 MasterFeed44 Na 3.589745
606144 MasterFeed44 Cl 2.78447
606244 MasterFeed44 Zn 934.760572
606344 MasterFeed44 Mn 726.261971
606444 MasterFeed44 Cu 201.557389
606544 MasterFeed44 Fe 297.580669
606644 MasterFeed44 Vitamin A 72622.66097
606744 MasterFeed44 Vitamin D 12080.447915
606844 MasterFeed44 Vitamin E 161.825549
606944 MasterFeed44 Se 23.710034
607044 MasterFeed44 Co 785.383822
607144 MasterFeed44 I 750.860469
607244 MasterFeed44 FNDF 0.0
607344 MasterFeed44 UIP/CP 21.077903
607444 MasterFeed44 Sol CP/CP 0.0
607544 MasterFeed44 Starch/NFC 0.0
607644 MasterFeed44 ARG 0.0
607744 MasterFeed44 HIS 0.0
607844 MasterFeed44 ILE 0.0
607944 MasterFeed44 LEU 0.0
608044 MasterFeed44 LYS 0.0
608144 MasterFeed44 MET 0.0
608244 MasterFeed44 CYS 0.0
608344 MasterFeed44 PHE 0.0
608444 MasterFeed44 THR 0.0
608544 MasterFeed44 TRP 0.0
608644 MasterFeed44 VAL 0.0
608744 MasterFeed44 AA#12 0.0
608844 MasterFeed44 AA#13 0.0
608944 MasterFeed44 % Forage 0.0
609044 MasterFeed44 Sugar % 0.0
609144 MasterFeed44 Rumensin 0.0
609244 MasterFeed44 Lignin 0.0
609344 MasterFeed44 DNDF 12 hours 0.0
609444 MasterFeed44 DNDF 30 hours 0.0
609544 MasterFeed44 Soluble fiber 0.0
609644 MasterFeed44 Rum Deg Starch 0.0
609744 MasterFeed44 Tot FA 0.0
609844 MasterFeed44 Unsat FA 0.0
609944 MasterFeed44 Mcal 0.0
6100Done. The total time for the query with indexing was 410.408 milliseconds.

11.5. Figures from Text

../_images/DairyDatabaseDesign.png

Fig. 1: Dairy Database Entity Relationship Diagram

../_images/ldsunreified.png

Fig. 2: A Many to Many Relationship

../_images/lds.png

Fig. 3: Logical Data Structure

../_images/randomaccess.png

Fig. 4: Access Time for Randomly Read Records in a File

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Fig. 5: A Sample B-Tree

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Fig. 6: A Sample B-Tree with Key 10 Deleted

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Fig. 7: Inserting 10 into an empty B-Tree

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Fig. 8: After Inserting 8, 14, and 12

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Fig. 9: After Splitting as a Result of Inserting 12

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Fig. 10: After Inserting 18, 2, and 50

../_images/btree7.png

Fig. 11: Inserting 15 into the B-Tree Causes Splitting

../_images/btree8.png

Fig. 12: After Deleting the Item Containing 14

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Fig. 13: After Deleting the Item Containing 50

../_images/btree10.png

Fig. 14: After Deleting the Item Containing 8

../_images/btree11.png

Fig. 15: After Deleting the Item Containing 12

../_images/btree12.png

Fig. 16: After Deleting the item Containing 18